system

Abstract

We provide the system. [Solution] A means of receiving information on the user's income and expenses using an information input device, A means of using a calculation device to calculate the tax amount based on the information received, A means of automatically generating and electronically outputting tax documents, A method using artificial intelligence to analyze user questions and provide appropriate answers, A means of sending the generated tax documents to the authorities online, A system that includes this.

Description

【Technical Field】 【0001】 The technology of the present disclosure relates to a system. 【Background Art】 【0002】 Patent Document 1 discloses a persona chatbot control method performed by at least one processor, the method including steps of receiving a user utterance, adding the user utterance to a prompt including an instruction sentence related to an explanation of a character of the chatbot, encoding the prompt, and inputting the encoded prompt into a language model to generate a chatbot utterance as a response to the user utterance. 【Prior Art Documents】 【Patent Documents】 【0003】 【Patent Document 1】 Japanese Patent Application Laid-Open No. 2022-180282 【Summary of the Invention】 【Problems to be Solved by the Invention】 【0004】 There is a problem that it is difficult to perform an efficient and accurate tax return procedure, especially for users facing different income sources and complex expense management, by reducing the complexity and time burden of the procedures in the final tax return. This problem is particularly prominent for freelancers and sole proprietors, and it is required to avoid risks and penalties caused by incorrect tax returns. Furthermore, the inability to resolve questions and uncertainties regarding the tax return process in real time is also a stress factor. 【Means for Solving the Problems】 【0005】 This invention utilizes a calculation device that receives income and expense information from the user using an information input device and calculates the tax amount based on this information. This automatically generates tax documents based on the latest tax laws and outputs them electronically. Furthermore, it uses artificial intelligence to analyze user questions and provide appropriate answers in real time, quickly resolving any uncertainties during the filing process. Finally, by transmitting the generated tax documents online to the authorities, the filing process is streamlined. These means enable users to complete their tax returns efficiently and accurately, significantly reducing errors and time burdens. 【0006】 An "information input device" is a device used by users to input income and expense information into the system. 【0007】 A "calculating device" is a device that has the function of calculating the tax amount based on the input information. 【0008】 "Tax documents" refer to official documents necessary for tax filing, such as income tax returns and deduction certificates. 【0009】 "Artificial intelligence" is a program that uses machine learning techniques to analyze user questions and provide appropriate answers. 【0010】 "Online submission" refers to the act of electronically generating tax documents and sending them to the tax authorities via the internet. [Brief explanation of the drawing] 【0011】 [Figure 1] This is a conceptual diagram showing an example of the configuration of a data processing system according to the first embodiment. [Figure 2] This is a conceptual diagram showing an example of the essential functions of a data processing device and a smart device according to the first embodiment. [Figure 3] This is a conceptual diagram showing an example of the configuration of a data processing system according to the second embodiment. [Figure 4]This is a conceptual diagram showing an example of the main functions of a data processing device and smart glasses according to the second embodiment. [Figure 5] This is a conceptual diagram showing an example of the configuration of a data processing system according to the third embodiment. [Figure 6] This is a conceptual diagram showing an example of the main functions of a data processing device and a headset-type terminal according to the third embodiment. [Figure 7] This is a conceptual diagram showing an example of the configuration of a data processing system according to the fourth embodiment. [Figure 8] This is a conceptual diagram showing an example of the main functions of a data processing device and a robot according to the fourth embodiment. [Figure 9] This shows an emotion map where multiple emotions are mapped. [Figure 10] This shows an emotion map where multiple emotions are mapped. [Figure 11] This is a sequence diagram showing the processing flow of the data processing system in Example 1. [Figure 12] This is a sequence diagram showing the processing flow of the data processing system in Application Example 1. [Figure 13] This is a sequence diagram showing the processing flow of the data processing system in Example 2, which incorporates an emotion engine. [Figure 14] This is a sequence diagram showing the processing flow of the data processing system in Application Example 2, which combines an emotion engine. [Modes for carrying out the invention] 【0012】 Hereinafter, an example of an embodiment of the system relating to the technology of this disclosure will be described with reference to the attached drawings. 【0013】 First, let's explain the terminology used in the following explanation. 【0014】 In the following embodiments, the labeled processor (hereinafter simply referred to as "processor") may be a single arithmetic unit or a combination of multiple arithmetic units. Also, the processor may be a single type of arithmetic unit or a combination of multiple types of arithmetic units. Examples of arithmetic units include a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a GPGPU (General-Purpose computing on Graphics Processing Units), an APU (Accelerated Processing Unit), and the like. 【0015】 In the following embodiments, the labeled RAM (Random Access Memory) is a memory in which information is temporarily stored and is used as a work memory by the processor. 【0016】 In the following embodiments, the labeled storage is one or more non-volatile storage devices that store various programs and various parameters, etc. Examples of non-volatile storage devices include flash memory (SSD (Solid State Drive)), magnetic disks (e.g., hard disks), or magnetic tapes, etc. 【0017】 In the following embodiments, the labeled communication I / F (Interface) is an interface including a communication processor and an antenna, etc. The communication I / F controls communication between multiple computers. Examples of communication standards applied to the communication I / F include wireless communication standards including 5G (5th Generation Mobile Communication System), Wi-Fi (registered trademark), or Bluetooth (registered trademark), etc. 【0018】 In the following embodiments, "A and / or B" is synonymous with "at least one of A and B." That is, "A and / or B" means that it may be A alone, or B alone, or a combination of A and B. Furthermore, in this specification, the same concept as "A and / or B" applies when expressing three or more things linked by "and / or." 【0019】 [First Embodiment] 【0020】 Figure 1 shows an example of the configuration of the data processing system 10 according to the first embodiment. 【0021】 As shown in Figure 1, the data processing system 10 includes a data processing device 12 and a smart device 14. An example of the data processing device 12 is a server. 【0022】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0023】 The smart device 14 comprises a computer 36, a reception device 38, an output device 40, a camera 42, and a communication interface 44. The computer 36 comprises a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The reception device 38, output device 40, and camera 42 are also connected to the bus 52. 【0024】 The reception device 38 is equipped with a touch panel 38A and a microphone 38B, etc., and receives user input. The touch panel 38A receives user input by detecting contact with an object (e.g., a pen or finger). The microphone 38B receives user input by detecting the user's voice. The control unit 46A transmits data indicating the user input received by the touch panel 38A and microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the data indicating the user input. 【0025】 The output device 40 includes a display 40A and a speaker 40B, and presents data to the user 20 by outputting the data in a form perceptible to the user 20 (e.g., audio and / or text). The display 40A displays visible information such as text and images according to instructions from the processor 46. The speaker 40B outputs audio according to instructions from the processor 46. The camera 42 is a small digital camera equipped with an optical system such as a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor. 【0026】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various types of information between processor 46 and processor 28 via network 54. 【0027】 Figure 2 shows an example of the main functions of the data processing device 12 and the smart device 14. 【0028】 As shown in Figure 2, in the data processing device 12, a specific processing is performed by the processor 28. A specific processing program 56 is stored in the storage 32. The specific processing program 56 is an example of a "program" related to the technology of this disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 according to the specific processing program 56 executed on the RAM 30. 【0029】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0030】 In the smart device 14, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. The reception output program 60 is used in conjunction with a specific processing program 56 by the data processing system 10. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0031】 Next, the specific processing performed by the specific processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the smart device 14 as the "terminal". 【0032】 The present invention is an automated system for efficiently and accurately filing tax returns, and is implemented in the following manner. The system includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, and an online transmission function. 【0033】 First, the user accesses the system using a terminal. The terminal provides an interface for the user to input income and expense information. The user enters details for each income source, expense item, date, and amount. The entered data is checked in real time, and the terminal verifies that there are no errors. 【0034】 Next, this information is sent to a server, where a computing device receives the data. The server accesses the latest tax law database and calculates the accurate tax amount based on income and expenses. This calculation process also includes applicable deductions and exemptions to optimize the user's tax burden. 【0035】 Next, the server automatically generates tax documents based on the calculation results. The templates used here ensure that they adhere to legally recognized formats, and the generated documents are displayed electronically on the user's device. 【0036】 If a user encounters any unclear points or doubts while reviewing this document, they can ask questions to an artificial intelligence module via their device. The AI, operating on the server, instantly generates and provides the most appropriate answer to the user, based on a pre-built and trained database. 【0037】 Finally, after the user reviews and approves all items on the tax return, they send instructions for electronic filing from their device to the server. The server connects to the tax authority's electronic platform online and securely transmits the generated documents. Once the transmission is complete, an acknowledgment of receipt is obtained, and this information is immediately returned to the user. 【0038】 As a concrete example, consider an independent freelance writer entering all their income and expenses related to their articles and publications. A calculator processes this information and automatically generates documents, allowing the writer to complete their tax return in a short time. Artificial intelligence answers questions in real time, quickly resolving any doubts she may have about deductions. This process allows users to complete their tax returns smoothly with minimal stress. 【0039】 The following describes the processing flow. 【0040】 Step 1: 【0041】 The user logs into the system using a terminal. The terminal passes the login authentication and provides the user with input forms for income and expenses. 【0042】 Step 2: 【0043】 Users enter necessary data such as each income source, expense item, amount, and date into a form. The terminal checks the input in real time to ensure that all required fields are filled in correctly. 【0044】 Step 3: 【0045】 The terminal sends the entered data to the server. The server receives the data and securely stores it in a database. The information stored here is used for subsequent calculations. 【0046】 Step 4: 【0047】 The server operates a computing device and, referencing the latest tax law data, calculates the accurate tax amount based on the entered income and expenses. Applicable deductions and tax exemptions are also taken into consideration in the calculation. 【0048】 Step 5: 【0049】 The server automatically generates tax documents such as income tax returns and deduction certificates based on the calculation results. The generated documents are converted to an electronic format and sent to the terminal. 【0050】 Step 6: 【0051】 Users can review the tax documents generated on their device. They can make corrections or add information as needed. 【0052】 Step 7: 【0053】 When a user has a question, they send it from their device to an artificial intelligence module. The AI ​​on the server analyzes the question, instantly generates an appropriate answer based on relevant information, and sends it back to the device. 【0054】 Step 8: 【0055】 After the final confirmation is complete, the user approves the electronic filing via their terminal. The server receives the instruction and sends the generated documents to the tax authority's online system. 【0056】 Step 9: 【0057】 The server verifies that the electronic filing was completed successfully, obtains a certificate of receipt, and sends it to the terminal. The user receives a completion notification, and the filing process is finished. 【0058】 (Example 1) 【0059】 Next, we will describe Example 1. In the following description, the data processing device 12 will be referred to as the "server," and the smart device 14 will be referred to as the "terminal." 【0060】 The present invention aims to provide a system that accurately processes income and expenditure information, calculates accurate tax amounts, and assists users in filing tax returns quickly and correctly. It addresses the challenge of reducing the time and mental burden caused by conventional manual calculations and delays in inquiry responses. 【0061】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0062】 In this invention, the server includes means for receiving information on the user's income and expenses using an information processing device, means for using a numerical processing device to calculate the tax amount based on the received information, and means for automatically generating legal documents and outputting them in electronic format. This makes it possible to perform automated and appropriate tax processing. 【0063】 An "information processing device" is a computing device that has the function of receiving data and extracting and verifying the necessary information. 【0064】 A "numerical processing device" is a computing device that performs arithmetic or algebraic calculations based on received data to derive the accurate amount of tax. 【0065】 A "legal document" is a document that expresses the results generated in a formal format and is used for record-keeping and submission. 【0066】 "Electronic format" refers to a format in which information is recorded and displayed as digital data rather than on paper. 【0067】 "Intelligent processing" refers to artificial intelligence application technologies that enable the automatic generation of appropriate answers to given data or inquiries. 【0068】 A "network" is a means of communication used to send and receive information between different computers. 【0069】 "Organization" refers to a public or private institution that is intended to be the recipient of a legal document. 【0070】 This invention is an automated system that assists users in efficiently performing tax filing procedures. The system consists of an information processing device, a numerical processing device, a legal document generation function, an intelligent processing module, and a network transmission function. 【0071】 Users access information processing devices by operating terminals and input detailed income and expense information. The terminals verify this information in real time to prevent input errors. This process utilizes specific interfaces and database management systems. 【0072】 Next, the terminal sends the information to the server. A numerical processing unit on the server calculates the tax amount based on this data. Here, calculations are performed based on the latest legal data. The calculation results are formatted as a legal document and sent to the user's terminal electronically. 【0073】 Users can consult an intelligent processing module with any questions that arise during the process of reviewing the displayed legal documents. This module has the ability to quickly answer the user's questions using example prompts. For example, if a user uses a prompt such as, "Please add a source of income and show the applicable deduction options," the intelligent processing module will immediately display the appropriate information. 【0074】 Ultimately, the user instructs the server to send verified legal documents from their device, which then securely submits them to the organization via the network. Upon completion of this process, the server receives confirmation of receipt and provides the results to the user via their device. This system reduces user effort and enables accurate and timely tax filing. 【0075】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0076】 Step 1: 【0077】 Users access the information processing system using their own terminals and input income and expense information. This input includes sources of income, expense items, dates, and amounts. The terminal verifies the input data in real time, checking for errors in format and content. It also has a function to notify the user and prompt correction if errors are detected. The input data is organized on the terminal and converted into a format ready for transmission to the server. 【0078】 Step 2: 【0079】 The server, upon receiving data transmitted from the terminal, forwards this information to a numerical processing unit. The numerical processing unit calculates the tax amount based on the received data. In this process, it refers to the latest legal data and applies any possible deductions and exemptions. The resulting tax amount and deduction information are output as data used for subsequent document generation. 【0080】 Step 3: 【0081】 Based on the calculation results, the server automatically generates legal documents. This process creates legally recognized documents based on a format template. The generated documents are sent electronically to the user's terminal and output in a format that the user can review. 【0082】 Step 4: 【0083】 The user reviews the legal documents displayed on the terminal screen. At this stage, if the user has any questions or needs additional information, they input prompts into the intelligent processing module via the terminal. The server uses a generative AI model to analyze the questions based on the user's prompts and provides quick and optimal answers. For example, in response to a prompt such as "Please tell me the details of the main deductions for this year," the server immediately displays the relevant deduction information. 【0084】 Step 5: 【0085】 Once the user reviews and confirms the contents of the legal documents, they send instructions to the server via their terminal. The server then transmits the final, confirmed documents to the relevant organizations over the network. Upon completion of this transmission, the server obtains confirmation of receipt and reports the result to the user's terminal. This completes the entire process, allowing the user to safely and efficiently complete their tax filing. 【0086】 (Application Example 1) 【0087】 Next, we will explain Application Example 1. In the following explanation, the data processing device 12 will be referred to as the "server," and the smart device 14 will be referred to as the "terminal." 【0088】 For sole proprietors and small businesses, the tax filing process is time-consuming and laborious, and keeping up with changes in tax laws is difficult. Furthermore, the proper application of deductions and the creation of error-free tax returns often require specialized knowledge. As a result, many users experience stress and anxiety regarding tax processing. 【0089】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0090】 In this invention, the server includes means for receiving the user's financial information using an information processing terminal, means for using a calculation device to calculate the tax amount based on the received information, and means for automatically creating accounting documents and outputting them in digital format. This enables many users to process their taxes simply and efficiently, reduce errors, and file tax returns without stress. 【0091】 An "information processing terminal" is a device used by users to input financial information and communicate. 【0092】 "Financial information" refers to detailed data about a user's income and expenses. 【0093】 A "calculation unit" is a device that performs calculations based on the input information to determine the accurate amount of tax payable. 【0094】 "Accounting documents" are documents that compile the information necessary for tax payment and are produced in a legally compliant format. 【0095】 A "digital format" is a data format that can be stored, displayed, and transmitted electronically. 【0096】 "Artificial intelligence" is a program designed to generate appropriate responses to user questions. 【0097】 "Via network" refers to a method of transmitting data through the internet or other communication networks. 【0098】 A "portable information terminal" is a portable device that allows users to easily input income and expense information. 【0099】 This system utilizes a portable information terminal, a server, and an artificial intelligence module as its main components. Users can input financial information, specifically income and expense data, using the portable information terminal. This data is transmitted to the server via the network. The server, equipped with a computing power, calculates the tax amount based on the received financial information. This includes a process that automatically applies necessary deductions by referencing the latest legal data and outputs accurate results. The generated accounting documents are created in digital format and displayed on the user's terminal. 【0100】 The artificial intelligence module generates quick and appropriate responses based on user questions. This module utilizes a pre-trained information database and is used to resolve users' tax-related questions. Finally, after verification and approval, users can securely submit documents to the certification authority via the network. 【0101】 As a concrete example, consider a process where a ceramic artist inputs monthly sales and material costs to quickly and accurately prepare a tax return. Using this system, she can also receive AI support for deduction-related questions, allowing her to complete her tax return with confidence. An example of a specific prompt to the generated AI model is: "Describe the features of a smartphone app that streamlines annual tax filing for a ceramic artist. How would it manage income and expense information, and how would it implement AI functionality to answer questions?" 【0102】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0103】 Step 1: 【0104】 Users input financial information using a portable information terminal. This includes income amounts, expense items, dates, etc. The entered data undergoes an initial check on the terminal to ensure there are no errors before being sent to the server. Formatted financial information is generated as output from the input data. 【0105】 Step 2: 【0106】 The server calculates the tax amount based on the received financial information. This calculation uses the latest legal data and automatically considers applicable deductions and exemptions. The server queries the database, performs the necessary calculations, and determines the accurate tax amount. The input is the user's financial information, and the output is an accurate tax amount. 【0107】 Step 3: 【0108】 The server automatically generates digital accounting documents based on the calculated tax amount. These documents are created in accordance with legally mandated formats and displayed on the user's terminal. The server creates the documents by using templates and arranging the data. The input is the calculated tax amount, and the output is a digital accounting document. 【0109】 Step 4: 【0110】 The user reviews the generated accounting documents and checks if the content is correct. Corrections can be made as needed. The user reviews the documents on their terminal and resends any corrections to the server. The input is the accounting documents, and the output is the reviewed documents. 【0111】 Step 5: 【0112】 When a user asks a question, the terminal sends that question to the server's artificial intelligence module. The AI ​​uses a pre-trained database to generate an appropriate response to the question and sends it back to the terminal. The input is the user's question, and the output is the response from the server. 【0113】 Step 6: 【0114】 After the user has finally approved the accounting documents, the terminal instructs the terminal to send the documents to the certification authority over the network. The server sends the documents using a secure protocol and obtains an acknowledgment of receipt from the certification authority. The input is the approved accounting documents, and the output is the acknowledgment of receipt. 【0115】 Furthermore, an emotion engine that estimates the user's emotions may be incorporated. That is, the identification processing unit 290 may use the emotion identification model 59 to estimate the user's emotions and perform identification processing using the user's emotions. 【0116】 This invention is a system that enhances the user experience by incorporating an emotion engine into the process from the user's input of income and expense information to the completion of tax filing. This invention includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, an emotion engine, and an online transmission function. 【0117】 First, the user logs into the system using a terminal and sets import parameters. The terminal provides an interface for the user to input income and expense information, as well as emotion recognition capabilities. As the user inputs information, the terminal uses a microphone and camera to collect emotional data from voice tone, facial expressions, and other factors. This data is used to analyze stress levels and concentration levels in real time. 【0118】 When a user submits information, the server receives this input data, and a calculator performs the tax calculation. The tax calculation is performed strictly according to the latest tax laws, while also taking into account the user's emotional state, as captured by the emotion engine. For example, if the user is feeling stressed, the terminal will reduce the user's burden by presenting information and advice in a simpler way. 【0119】 Furthermore, the server automatically generates the necessary tax documents based on calculations and sends them to the terminal in electronic format. When the user reviews these documents, an artificial intelligence module quickly responds to questions, and an emotion engine reassesssing the user's emotions. The answers provided can be personalized, with complexity adjusted according to the user's state. 【0120】 For example, when a user is entering information about deductions on their tax return, a part of the process that can be particularly stressful for them, the emotion engine analyzes the user's situation, and the device provides relaxation advice and easier input assistance via screen and voice. Furthermore, the server customizes alerts and explanations to match the user's state, making them easier to understand and increasing the user's sense of security. 【0121】 Finally, after the user reviews the tax return and initiates electronic filing, the server sends the generated tax documents online to the tax authorities. After receiving confirmation of receipt of the return, it notifies the user's device. In this way, the system, which also incorporates user support through an emotion engine, allows users to file their tax returns with confidence. 【0122】 The following describes the processing flow. 【0123】 Step 1: 【0124】 The user logs into the system using a terminal. The terminal displays an interface for the user to perform login authentication, and once authentication is confirmed, it provides a screen for entering income and expense information. 【0125】 Step 2: 【0126】 The user inputs information such as income sources, expense items, amounts, and dates into the terminal. The terminal uses sensors to detect the user's voice and facial expressions, and an emotion engine analyzes this information. The analysis results are notified to the terminal, and the input interface is adjusted accordingly. 【0127】 Step 3: 【0128】 The emotion engine analyzes the user's emotions based on voice tone and input speed. If stress or confusion is detected, the device provides the user with relaxation techniques and helpful information to support input operations. 【0129】 Step 4: 【0130】 Once the user finishes entering the data, the terminal sends all the information to the server. The server receives this information and starts the calculator to begin calculating the tax amount. 【0131】 Step 5: 【0132】 The server calculates the tax amount based on the input data, referencing the latest tax law database. The calculation results are then processed by an emotion engine, which takes into account the user's state, before being prepared to be communicated to the user in the most appropriate way. 【0133】 Step 6: 【0134】 The server automatically generates the necessary tax documents based on the calculated tax amount. These documents are converted into electronic format and sent to the terminal for verification. The terminal then displays a confirmation screen to the user based on this information. 【0135】 Step 7: 【0136】 The user reviews the generated tax documents on the device screen and enters any questions they may have. An artificial intelligence module analyzes these questions and provides a relevant answer to the user in real time. 【0137】 Step 8: 【0138】 The emotion engine checks the user's emotions again, and if necessary, the device displays additional information or encouraging messages. The user completes the review of all items and is ready to submit their electronic return. 【0139】 Step 9: 【0140】 Once the user approves the electronic filing, the device sends the instructions to the server. The server sends the documents to the tax authorities online, and once the transmission is complete, it receives confirmation of receipt. 【0141】 Step 10: 【0142】 The server returns confirmation information to the terminal, which then displays a notification to the user confirming the completion and receipt of the declaration. With this, the process is complete, and the user can confidently complete their tax return. 【0143】 (Example 2) 【0144】 Next, we will describe Example 2. In the following description, the data processing device 12 will be referred to as the "server," and the smart device 14 will be referred to as the "terminal." 【0145】 The traditional tax filing process is complex and burdensome for users, with the stress associated with filing being a particular problem. To address this issue, there is a need for a system that takes users' emotional states into consideration while enabling them to complete the filing process efficiently and simply. 【0146】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0147】 In this invention, the server includes means for receiving income and expenditure information using an information processing device, means for calculating tax amounts using a digital data processing device, and means for analyzing the user's emotional state using an emotion analysis device and adjusting the information presentation. This makes it possible for users to complete their tax returns efficiently while reducing their emotional burden. 【0148】 An "information processing device" is a device that receives data input from a user and processes that data in a digital format. 【0149】 A "digital data processing device" is an electronic device used to perform specific calculations and analyses based on received numerical data. 【0150】 An "emotion analysis device" is a device that analyzes a user's emotional state from information such as voice and facial expressions. 【0151】 "Artistic intelligence technology" is a general term for computer programs and systems that artificially realize intelligent behavior. 【0152】 "Information and communication technology" refers to technologies for safely and quickly sending and receiving digital data. 【0153】 This invention provides a system that allows users to file tax returns efficiently, taking into account their emotional state, based on their income and expenditure information. This system is realized using an information processing device, a digital data processing device, an emotion analysis device, artistic intelligence technology, and information and communication technology. 【0154】 First, the user logs into the system using an information processing device. This device provides a data input interface and can receive information about the user's income and expenses. The entered information is sent to a digital data processing device, where accurate tax calculations are performed based on the latest legal data. 【0155】 Furthermore, the device uses a microphone and camera to collect emotional data from the user's voice and facial expressions through an emotion analysis device. This data is used to analyze the user's stress level and concentration level in real time. Based on the analysis results, if the user is experiencing stress, the way information is presented is adjusted. 【0156】 Next, the server automatically generates a digital document based on the calculation results and sends it to the user's terminal. The user reviews this digital document on their terminal, and if they have any questions, they receive a quick response using artistic intelligence technology. Artistic intelligence technology uses a pre-trained database and can handle complex questions. Furthermore, the complexity of the response and the content of the information presented are adjusted according to the user's state. 【0157】 Finally, once the user completes the declaration, the digital document is securely transmitted to the authorities using information and communication technology. After the transmission is complete, the user's device will be notified of receipt. 【0158】 As a concrete example, when a user is entering information that may cause them stress, the emotion analysis device analyzes their stress level in real time. Based on this feedback, the device provides relaxation advice via screen and voice to reduce the user's burden. This process is carried out using a generative AI model. 【0159】 Example of a prompt: 【0160】 "I have both salary income and real estate income, and I'd like some advice on how to file my tax return smoothly. I'm particularly worried about calculating deductions, and it's making me anxious. What should I do?" 【0161】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0162】 Step 1: 【0163】 The user logs into the system using an information processing device. At this time, user authentication information is required as input. The terminal verifies this information, and if accurate authentication is confirmed, a session is initiated. The output indicates that secure access is permitted. Specifically, the user enters their username and password, and two-factor authentication is performed to prevent unauthorized access. 【0164】 Step 2: 【0165】 Users input income and expense information. The input requires data in a specific format, which the terminal stores digitally. The output is structured financial data. Specifically, an interface is provided that utilizes dropdown menus and auto-completion features to support users in accurately entering data. 【0166】 Step 3: 【0167】 The device monitors the user's emotional state using an emotion analysis device. Inputs include voice tone and facial expression data, which are processed by emotion analysis software. Outputs include feedback regarding the user's stress level and emotional state. Specifically, the device uses a camera and microphone to collect data in real time. 【0168】 Step 4: 【0169】 Once the user completes data entry, the terminal sends the data to the server. The server uses a digital data processing device to calculate the tax amount based on the received data and referencing the latest legal data. Structured financial data is used as input, and the output is an accurate tax amount. Specifically, queries are executed against the legal database, and the calculation results are stored. 【0170】 Step 5: 【0171】 The server automatically generates digital documents based on the calculation results and sends them to the terminal. The input requires calculated tax data, and the output is a digital document for tax filing. Specifically, a PDF generation tool is used to create the document in a predetermined format. 【0172】 Step 6: 【0173】 The user views a digital document on a device and asks necessary questions. The user's questions are required as input, and intelligent technology analyzes them to generate answers. The output is an appropriate answer to provide to the user. Specifically, natural language processing algorithms are used to analyze the intent of the questions. 【0174】 Step 7: 【0175】 After the user is satisfied with the declaration, the terminal sends instructions for electronic filing to the server. The server uses information and communication technology to send the digital document to the authorities. The final declaration data is required as input, and an acknowledgment of receipt is obtained as output. Specifically, the data is encrypted using the SSL protocol, ensuring secure communication. 【0176】 (Application Example 2) 【0177】 Next, we will explain application example 2. In the following explanation, the data processing device 12 will be referred to as a "server" and the smart device 14 as a "terminal". 【0178】 Traditional tax processing systems often caused stress for users because they lacked ways to alleviate the psychological burden of inputting information and filing tax returns. Furthermore, features for providing appropriate information and advice tailored to the user's emotions were limited. Therefore, there was a need to improve the user experience. 【0179】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0180】 In this invention, the server includes means for acquiring information on the user's economic activities, means for using a calculation device to calculate the amount of tax, means for creating and issuing financial statements, and means including an emotion recognition system that analyzes the user's emotional state and adjusts the information presented accordingly. This enables flexible information presentation tailored to the user's emotions, thereby reducing stress and improving the user experience. 【0181】 An "information input terminal" is a device used to acquire information about a user's economic activities. 【0182】 "Economic activity information" is a general term for financial data such as users' income and expenses. 【0183】 "Tax amount" refers to the amount of tax calculated based on income and expenses. 【0184】 A "calculation device" is a device used to calculate tax amounts based on acquired data. 【0185】 "Financial statements" are documents created electronically that are required for tax filing. 【0186】 An "intelligent module" is a system that analyzes user inquiries and provides appropriate responses. 【0187】 An "emotion recognition system" is a system that analyzes the emotional state of a user and adjusts the information presented accordingly. 【0188】 "Relevant agencies" refers to government agencies to which the prepared financial statements are to be sent. 【0189】 The system implementing this invention includes an information input terminal, a server, and an emotion recognition system. The user inputs economic activity information using the information input terminal. The input information, along with the user's emotion data, is transmitted to the server via the camera and microphone on the input terminal. The server uses a calculation program implemented in Python to calculate the tax amount based on this information and analyzes the emotion data. For emotion recognition, OpenCV and PyAudio are used to analyze the user's facial expressions and voice. 【0190】 The financial statements generated by the server are constructed electronically using the Python-docx library. The server then sends these documents online to the relevant institutions and obtains confirmation of transmission. 【0191】 In addition, the intelligent module uses a pre-trained financial database to provide quick and appropriate responses to user inquiries. The terminal uses an emotion recognition system to determine the user's stress level and concentration level, and presents information and advice accordingly via screen and audio. For example, if the user is experiencing excessive stress, the system will assist them by displaying a prompt such as, "Try taking a deep breath. Could you relax a little before trying again?" 【0192】 In this way, users receive information tailored to their emotions and can complete their tax returns without feeling stressed. 【0193】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0194】 Step 1: 【0195】 The user logs into an information input terminal and enters information about their economic activities. In this step, the income and expense information entered by the user is acquired as the main data, and emotional data is collected via camera and microphone. Emotional data includes facial expressions and voice tone. This data is transmitted to the server in real time. 【0196】 Step 2: 【0197】 The server calculates the tax amount based on the received economic activity information. A calculation program written in Python performs this. The input data includes income and expense information, and the calculated tax amount is output. The server simultaneously processes emotional data and analyzes stress levels and concentration levels. The user's emotional state is analyzed using OpenCV and PyAudio. 【0198】 Step 3: 【0199】 The system automatically generates financial statements based on the tax amount calculated by the server. The Python-docx library is used; inputs are the calculation result and a standard format template, and output is a completed electronic tax document. The generated document is then ready for online submission. 【0200】 Step 4: 【0201】 The device receives feedback from an emotion recognition system based on the user's stress level and provides appropriate information and advice. Input is the emotion analysis results from the server, and output is displayed on the device's screen and voice guidance. For example, in a high-stress state, suggestions for relaxation are offered. 【0202】 Step 5: 【0203】 The intelligent module responds to user inquiries using a pre-trained financial database. A user's question is input, and an appropriate answer is output. The intelligent module performs AI-based analysis to generate fast and accurate responses. 【0204】 Step 6: 【0205】 The server sends the completed financial statements online to the relevant institutions. The input is the completed electronic documents, and the output is the transmission confirmation. At the end of this step, a notification is sent to the user's terminal so they can review the entire process. 【0206】 The specific processing unit 290 transmits the result of the specific processing to the smart device 14. In the smart device 14, the control unit 46A causes the output device 40 to output the result of the specific processing. The microphone 38B acquires audio indicating user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data. 【0207】 Data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of data generation model 58 is ChatGPT (registered trademark) (Internet search).<URL: https: / / openai.com / blog / chatgpt> ), Gemini (registered trademark) (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0208】 In the above embodiment, an example was given in which specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and the specific processing may also be performed by the smart device 14. 【0209】 [Second Embodiment] 【0210】 Figure 3 shows an example of the configuration of the data processing system 210 according to the second embodiment. 【0211】 As shown in Figure 3, the data processing system 210 includes a data processing device 12 and smart glasses 214. An example of the data processing device 12 is a server. 【0212】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0213】 The smart glasses 214 include a computer 36, a microphone 238, a speaker 240, a camera 42, and a communication interface 44. The computer 36 includes a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The microphone 238, speaker 240, and camera 42 are also connected to the bus 52. 【0214】 The microphone 238 receives voice signals from the user 20 and receives instructions from the user 20. The microphone 238 captures the voice signals from the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to the instructions from the processor 46. 【0215】 Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the area around the user 20 (for example, an imaging range defined by a field of view equivalent to the width of a typical healthy person's field of vision). 【0216】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various information between processor 46 and processor 28 via network 54. The exchange of various information between processor 46 and processor 28 using communication interfaces 44 and 26 is performed in a secure manner. 【0217】 Figure 4 shows an example of the main functions of the data processing device 12 and the smart glasses 214. As shown in Figure 4, the data processing device 12 performs specific processing using the processor 28. The storage 32 stores the specific processing program 56. 【0218】 The specific processing program 56 is an example of a "program" relating to the technology of this disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30. 【0219】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0220】 In the smart glasses 214, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0221】 Next, the identification processing performed by the identification processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the smart glasses 214 will be referred to as the "terminal". 【0222】 The present invention is an automated system for efficiently and accurately filing tax returns, and is implemented in the following manner. The system includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, and an online transmission function. 【0223】 First, the user accesses the system using a terminal. The terminal provides an interface for the user to input income and expense information. The user enters details for each income source, expense item, date, and amount. The entered data is checked in real time, and the terminal verifies that there are no errors. 【0224】 Next, this information is sent to a server, where a computing device receives the data. The server accesses the latest tax law database and calculates the accurate tax amount based on income and expenses. This calculation process also includes applicable deductions and exemptions to optimize the user's tax burden. 【0225】 Next, the server automatically generates tax documents based on the calculation results. The templates used here ensure that they adhere to legally recognized formats, and the generated documents are displayed electronically on the user's device. 【0226】 If a user encounters any unclear points or doubts while reviewing this document, they can ask questions to an artificial intelligence module via their device. The AI, operating on the server, instantly generates and provides the most appropriate answer to the user, based on a pre-built and trained database. 【0227】 Finally, after the user reviews and approves all items on the tax return, they send instructions for electronic filing from their device to the server. The server connects to the tax authority's electronic platform online and securely transmits the generated documents. Once the transmission is complete, an acknowledgment of receipt is obtained, and this information is immediately returned to the user. 【0228】 As a concrete example, consider an independent freelance writer entering all their income and expenses related to their articles and publications. A calculator processes this information and automatically generates documents, allowing the writer to complete their tax return in a short time. Artificial intelligence answers questions in real time, quickly resolving any doubts she may have about deductions. This process allows users to complete their tax returns smoothly with minimal stress. 【0229】 The following describes the processing flow. 【0230】 Step 1: 【0231】 The user logs into the system using a terminal. The terminal passes the login authentication and provides the user with input forms for income and expenses. 【0232】 Step 2: 【0233】 Users enter necessary data such as each income source, expense item, amount, and date into a form. The terminal checks the input in real time to ensure that all required fields are filled in correctly. 【0234】 Step 3: 【0235】 The terminal sends the entered data to the server. The server receives the data and securely stores it in a database. The information stored here is used for subsequent calculations. 【0236】 Step 4: 【0237】 The server operates a computing device and, referencing the latest tax law data, calculates the accurate tax amount based on the entered income and expenses. Applicable deductions and tax exemptions are also taken into consideration in the calculation. 【0238】 Step 5: 【0239】 The server automatically generates tax documents such as income tax returns and deduction certificates based on the calculation results. The generated documents are converted to an electronic format and sent to the terminal. 【0240】 Step 6: 【0241】 Users can review the tax documents generated on their device. They can make corrections or add information as needed. 【0242】 Step 7: 【0243】 When a user has a question, they send it from their device to an artificial intelligence module. The AI ​​on the server analyzes the question, instantly generates an appropriate answer based on relevant information, and sends it back to the device. 【0244】 Step 8: 【0245】 After the final confirmation is complete, the user approves the electronic filing via their terminal. The server receives the instruction and sends the generated documents to the tax authority's online system. 【0246】 Step 9: 【0247】 The server verifies that the electronic filing was completed successfully, obtains a certificate of receipt, and sends it to the terminal. The user receives a completion notification, and the filing process is finished. 【0248】 (Example 1) 【0249】 Next, we will describe Example 1. In the following description, the data processing device 12 will be referred to as the "server," and the smart glasses 214 will be referred to as the "terminal." 【0250】 The present invention aims to provide a system that accurately processes income and expenditure information, calculates accurate tax amounts, and assists users in filing tax returns quickly and correctly. It addresses the challenge of reducing the time and mental burden caused by conventional manual calculations and delays in inquiry responses. 【0251】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0252】 In this invention, the server includes means for receiving information on the user's income and expenses using an information processing device, means for using a numerical processing device to calculate the tax amount based on the received information, and means for automatically generating legal documents and outputting them in electronic format. This makes it possible to perform automated and appropriate tax processing. 【0253】 An "information processing device" is a computing device that has the function of receiving data and extracting and verifying the necessary information. 【0254】 A "numerical processing device" is a computing device that performs arithmetic or algebraic calculations based on received data to derive the accurate amount of tax. 【0255】 A "legal document" is a document that expresses the results generated in a formal format and is used for record-keeping and submission. 【0256】 "Electronic format" refers to a format in which information is recorded and displayed as digital data rather than on paper. 【0257】 "Intelligent processing" refers to artificial intelligence application technologies that enable the automatic generation of appropriate answers to given data or inquiries. 【0258】 A "network" is a means of communication used to send and receive information between different computers. 【0259】 "Organization" refers to a public or private institution that is intended to be the recipient of a legal document. 【0260】 This invention is an automated system that assists users in efficiently performing tax filing procedures. The system consists of an information processing device, a numerical processing device, a legal document generation function, an intelligent processing module, and a network transmission function. 【0261】 Users access information processing devices by operating terminals and input detailed income and expense information. The terminals verify this information in real time to prevent input errors. This process utilizes specific interfaces and database management systems. 【0262】 Next, the terminal sends the information to the server. A numerical processing unit on the server calculates the tax amount based on this data. Here, calculations are performed based on the latest legal data. The calculation results are formatted as a legal document and sent to the user's terminal electronically. 【0263】 Users can consult an intelligent processing module with any questions that arise during the process of reviewing the displayed legal documents. This module has the ability to quickly answer the user's questions using example prompts. For example, if a user uses a prompt such as, "Please add a source of income and show the applicable deduction options," the intelligent processing module will immediately display the appropriate information. 【0264】 Ultimately, the user instructs the server to send verified legal documents from their device, which then securely submits them to the organization via the network. Upon completion of this process, the server receives confirmation of receipt and provides the results to the user via their device. This system reduces user effort and enables accurate and timely tax filing. 【0265】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0266】 Step 1: 【0267】 Users access the information processing system using their own terminals and input income and expense information. This input includes sources of income, expense items, dates, and amounts. The terminal verifies the input data in real time, checking for errors in format and content. It also has a function to notify the user and prompt correction if errors are detected. The input data is organized on the terminal and converted into a format ready for transmission to the server. 【0268】 Step 2: 【0269】 The server, upon receiving data transmitted from the terminal, forwards this information to a numerical processing unit. The numerical processing unit calculates the tax amount based on the received data. In this process, it refers to the latest legal data and applies any possible deductions and exemptions. The resulting tax amount and deduction information are output as data used for subsequent document generation. 【0270】 Step 3: 【0271】 Based on the calculation results, the server automatically generates legal documents. This process creates legally recognized documents based on a format template. The generated documents are sent electronically to the user's terminal and output in a format that the user can review. 【0272】 Step 4: 【0273】 The user reviews the legal documents displayed on the terminal screen. At this stage, if the user has any questions or needs additional information, they input prompts into the intelligent processing module via the terminal. The server uses a generative AI model to analyze the questions based on the user's prompts and provides quick and optimal answers. For example, in response to a prompt such as "Please tell me the details of the main deductions for this year," the server immediately displays the relevant deduction information. 【0274】 Step 5: 【0275】 Once the user reviews and confirms the contents of the legal documents, they send instructions to the server via their terminal. The server then transmits the final, confirmed documents to the relevant organizations over the network. Upon completion of this transmission, the server obtains confirmation of receipt and reports the result to the user's terminal. This completes the entire process, allowing the user to safely and efficiently complete their tax filing. 【0276】 (Application Example 1) 【0277】 Next, Application Example 1 will be described. In the following description, the data processing device 12 is referred to as a "server", and the smart glasses 214 are referred to as a "terminal". 【0278】 In sole proprietorships and small businesses, there are issues such as the process of final tax returns being time-consuming and laborious, and it being difficult to keep up with changes in the tax law. Furthermore, since appropriate deductions need to be applied and tax returns need to be created without mistakes, specialized knowledge is often required. As a result, many users are stressed and anxious about tax processing. 【0279】 The specific processing by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0280】 In this invention, the server includes means for receiving the user's financial information using an information processing terminal, means for using an arithmetic unit to calculate the tax amount based on the received information, and means for automatically creating accounting documents and outputting them in digital form. As a result, many users can perform tax processing simply and efficiently, reduce mistakes, and file tax returns without stress. 【0281】 An "information processing terminal" is a device for the user to input financial information and communicate. 【0282】 "Financial information" is detailed data regarding the user's income and expenses. 【0283】 An "arithmetic unit" is a device for performing calculations based on the input information and calculating the correct tax amount. 【0284】 "Accounting documents" are documents that summarize the information necessary for tax payment and are generated in a legally organized form. 【0285】 "Digital form" is a data form that can be electronically stored, displayed, and transmitted. 【0286】 "Artificial intelligence" refers to a program designed to generate appropriate responses to users' questions. 【0287】 "Via network" refers to a method of transmitting data through the Internet or other communication networks. 【0288】 "Portable information terminal" refers to a portable device that enables users to easily input income and expense information. 【0289】 This system uses a portable information terminal, a server, and an artificial intelligence module as its main components. Users can use the portable information terminal to input financial information, specifically income and expense data. This data is transmitted to the server via the network. The server has a computing device and calculates the tax amount based on the received financial information. This includes a process of automatically applying the necessary deductions by referring to the latest legal data and outputting accurate results. The generated accounting documents are created in digital format and displayed on the user's terminal. 【0290】 The artificial intelligence module generates quick and appropriate responses based on questions from users. This module utilizes a pre-learned information database and is used to resolve users' tax-related doubts. Finally, after confirmation and approval, users can securely transmit the documents to the certification authority via the network. 【0291】 As a specific example, we can consider the process where a pottery artist inputs her monthly sales and material costs and quickly creates an accurate tax return. By using this system, she can also receive AI support for deduction-related questions and complete the tax return with confidence. An example of a specific prompt sentence for the generated AI model is, "Please explain the functions of a smartphone app that streamlines the annual tax return for a pottery artist. How can income and expense information be managed, and how can the AI function to answer questions be implemented?" 【0292】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0293】 Step 1: 【0294】 Users input financial information using a portable information terminal. This includes income amounts, expense items, dates, etc. The entered data undergoes an initial check on the terminal to ensure there are no errors before being sent to the server. Formatted financial information is generated as output from the input data. 【0295】 Step 2: 【0296】 The server calculates the tax amount based on the received financial information. This calculation uses the latest legal data and automatically considers applicable deductions and exemptions. The server queries the database, performs the necessary calculations, and determines the accurate tax amount. The input is the user's financial information, and the output is an accurate tax amount. 【0297】 Step 3: 【0298】 The server automatically generates digital accounting documents based on the calculated tax amount. These documents are created in accordance with legally mandated formats and displayed on the user's terminal. The server creates the documents by using templates and arranging the data. The input is the calculated tax amount, and the output is a digital accounting document. 【0299】 Step 4: 【0300】 The user reviews the generated accounting documents and checks if the content is correct. Corrections can be made as needed. The user reviews the documents on their terminal and resends any corrections to the server. The input is the accounting documents, and the output is the reviewed documents. 【0301】 Step 5: 【0302】 When the user asks a question, the terminal sends the question to the artificial intelligence module of the server. The artificial intelligence utilizes a pre-learned database to generate an appropriate response to the question and returns it to the terminal. The input is the user's question, and the output is the answer from the server. 【0303】 Step 6: 【0304】 After the user finally approves the accounting document, the terminal instructs to send the document to the certification authority via the network. The server sends the document using a secure protocol and obtains a receipt confirmation from the certification authority. The input is the approved accounting document, and the output is the receipt confirmation. 【0305】 Furthermore, an emotion engine for estimating the user's emotion may be combined. That is, the specific processing unit 290 may estimate the user's emotion using the emotion recognition model 59 and perform specific processing using the user's emotion. 【0306】 The present invention is a system that improves the user experience by incorporating an emotion engine in the process from the input of the user's income and expense information to the completion of the final tax return. This invention includes an information input device, a computing device, an automatic document generation function, an artificial intelligence module, an emotion engine, and an online transmission function. 【0307】 First, the user logs in to the system using the terminal and sets input parameters. The terminal provides an interface for the user to input income and expense information and an emotion recognition function. When the user inputs information, the terminal uses the microphone and camera to collect emotion data from voice tones, expressions, etc. This data analyzes the stress level and concentration in real time. 【0308】 When a user submits information, the server receives this input data, and a calculator performs the tax calculation. The tax calculation is performed strictly according to the latest tax laws, while also taking into account the user's emotional state, as captured by the emotion engine. For example, if the user is feeling stressed, the terminal will reduce the user's burden by presenting information and advice in a simpler way. 【0309】 Furthermore, the server automatically generates the necessary tax documents based on calculations and sends them to the terminal in electronic format. When the user reviews these documents, an artificial intelligence module quickly responds to questions, and an emotion engine reassesssing the user's emotions. The answers provided can be personalized, with complexity adjusted according to the user's state. 【0310】 For example, when a user is entering information about deductions on their tax return, a part of the process that can be particularly stressful for them, the emotion engine analyzes the user's situation, and the device provides relaxation advice and easier input assistance via screen and voice. Furthermore, the server customizes alerts and explanations to match the user's state, making them easier to understand and increasing the user's sense of security. 【0311】 Finally, after the user reviews the tax return and initiates electronic filing, the server sends the generated tax documents online to the tax authorities. After receiving confirmation of receipt of the return, it notifies the user's device. In this way, the system, which also incorporates user support through an emotion engine, allows users to file their tax returns with confidence. 【0312】 The following describes the processing flow. 【0313】 Step 1: 【0314】 The user logs into the system using a terminal. The terminal displays an interface for the user to perform login authentication, and once authentication is confirmed, it provides a screen for entering income and expense information. 【0315】 Step 2: 【0316】 The user inputs information such as income sources, expense items, amounts, and dates into the terminal. The terminal uses sensors to detect the user's voice and facial expressions, and an emotion engine analyzes this information. The analysis results are notified to the terminal, and the input interface is adjusted accordingly. 【0317】 Step 3: 【0318】 The emotion engine analyzes the user's emotions based on voice tone and input speed. If stress or confusion is detected, the device provides the user with relaxation techniques and helpful information to support input operations. 【0319】 Step 4: 【0320】 Once the user finishes entering the data, the terminal sends all the information to the server. The server receives this information and starts the calculator to begin calculating the tax amount. 【0321】 Step 5: 【0322】 The server calculates the tax amount based on the input data, referencing the latest tax law database. The calculation results are then processed by an emotion engine, which takes into account the user's state, before being prepared to be communicated to the user in the most appropriate way. 【0323】 Step 6: 【0324】 The server automatically generates the necessary tax documents based on the calculated tax amount. These documents are converted into electronic format and sent to the terminal for verification. The terminal then displays a confirmation screen to the user based on this information. 【0325】 Step 7: 【0326】 The user reviews the generated tax documents on the device screen and enters any questions they may have. An artificial intelligence module analyzes these questions and provides a relevant answer to the user in real time. 【0327】 Step 8: 【0328】 The emotion engine checks the user's emotions again, and if necessary, the device displays additional information or encouraging messages. The user completes the review of all items and is ready to submit their electronic return. 【0329】 Step 9: 【0330】 Once the user approves the electronic filing, the device sends the instructions to the server. The server sends the documents to the tax authorities online, and once the transmission is complete, it receives confirmation of receipt. 【0331】 Step 10: 【0332】 The server returns confirmation information to the terminal, which then displays a notification to the user confirming the completion and receipt of the declaration. With this, the process is complete, and the user can confidently complete their tax return. 【0333】 (Example 2) 【0334】 Next, we will describe Example 2. In the following description, the data processing device 12 will be referred to as the "server" and the smart glasses 214 will be referred to as the "terminal". 【0335】 The traditional tax filing process is complex and burdensome for users, with the stress associated with filing being a particular problem. To address this issue, there is a need for a system that takes users' emotional states into consideration while enabling them to complete the filing process efficiently and simply. 【0336】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0337】 In this invention, the server includes means for receiving income and expenditure information using an information processing device, means for calculating tax amounts using a digital data processing device, and means for analyzing the user's emotional state using an emotion analysis device and adjusting the information presentation. This makes it possible for users to complete their tax returns efficiently while reducing their emotional burden. 【0338】 An "information processing device" is a device that receives data input from a user and processes that data in a digital format. 【0339】 A "digital data processing device" is an electronic device used to perform specific calculations and analyses based on received numerical data. 【0340】 An "emotion analysis device" is a device that analyzes a user's emotional state from information such as voice and facial expressions. 【0341】 "Artistic intelligence technology" is a general term for computer programs and systems that artificially realize intelligent behavior. 【0342】 "Information and communication technology" refers to technologies for safely and quickly sending and receiving digital data. 【0343】 This invention provides a system that allows users to file tax returns efficiently, taking into account their emotional state, based on their income and expenditure information. This system is realized using an information processing device, a digital data processing device, an emotion analysis device, artistic intelligence technology, and information and communication technology. 【0344】 First, the user logs into the system using an information processing device. This device provides a data input interface and can receive information about the user's income and expenses. The entered information is sent to a digital data processing device, where accurate tax calculations are performed based on the latest legal data. 【0345】 Furthermore, the device uses a microphone and camera to collect emotional data from the user's voice and facial expressions through an emotion analysis device. This data is used to analyze the user's stress level and concentration level in real time. Based on the analysis results, if the user is experiencing stress, the way information is presented is adjusted. 【0346】 Next, the server automatically generates a digital document based on the calculation results and sends it to the user's terminal. The user reviews this digital document on their terminal, and if they have any questions, they receive a quick response using artistic intelligence technology. Artistic intelligence technology uses a pre-trained database and can handle complex questions. Furthermore, the complexity of the response and the content of the information presented are adjusted according to the user's state. 【0347】 Finally, once the user completes the declaration, the digital document is securely transmitted to the authorities using information and communication technology. After the transmission is complete, the user's device will be notified of receipt. 【0348】 As a concrete example, when a user is entering information that may cause them stress, the emotion analysis device analyzes their stress level in real time. Based on this feedback, the device provides relaxation advice via screen and voice to reduce the user's burden. This process is carried out using a generative AI model. 【0349】 Example of a prompt: 【0350】 "I have both salary income and real estate income, and I'd like some advice on how to file my tax return smoothly. I'm particularly worried about calculating deductions, and it's making me anxious. What should I do?" 【0351】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0352】 Step 1: 【0353】 The user logs into the system using an information processing device. At this time, user authentication information is required as input. The terminal verifies this information, and if accurate authentication is confirmed, a session is initiated. The output indicates that secure access is permitted. Specifically, the user enters their username and password, and two-factor authentication is performed to prevent unauthorized access. 【0354】 Step 2: 【0355】 Users input income and expense information. The input requires data in a specific format, which the terminal stores digitally. The output is structured financial data. Specifically, an interface is provided that utilizes dropdown menus and auto-completion features to support users in accurately entering data. 【0356】 Step 3: 【0357】 The device monitors the user's emotional state using an emotion analysis device. Inputs include voice tone and facial expression data, which are processed by emotion analysis software. Outputs include feedback regarding the user's stress level and emotional state. Specifically, the device uses a camera and microphone to collect data in real time. 【0358】 Step 4: 【0359】 Once the user completes data entry, the terminal sends the data to the server. The server uses a digital data processing device to calculate the tax amount based on the received data and referencing the latest legal data. Structured financial data is used as input, and the output is an accurate tax amount. Specifically, queries are executed against the legal database, and the calculation results are stored. 【0360】 Step 5: 【0361】 The server automatically generates digital documents based on the calculation results and sends them to the terminal. The input requires calculated tax data, and the output is a digital document for tax filing. Specifically, a PDF generation tool is used to create the document in a predetermined format. 【0362】 Step 6: 【0363】 The user views a digital document on a device and asks necessary questions. The user's questions are required as input, and intelligent technology analyzes them to generate answers. The output is an appropriate answer to provide to the user. Specifically, natural language processing algorithms are used to analyze the intent of the questions. 【0364】 Step 7: 【0365】 After the user is satisfied with the declaration, the terminal sends instructions for electronic filing to the server. The server uses information and communication technology to send the digital document to the authorities. The final declaration data is required as input, and an acknowledgment of receipt is obtained as output. Specifically, the data is encrypted using the SSL protocol, ensuring secure communication. 【0366】 (Application Example 2) 【0367】 Next, we will explain application example 2. In the following explanation, the data processing device 12 will be referred to as the "server," and the smart glasses 214 will be referred to as the "terminal." 【0368】 Traditional tax processing systems often caused stress for users because they lacked ways to alleviate the psychological burden of inputting information and filing tax returns. Furthermore, features for providing appropriate information and advice tailored to the user's emotions were limited. Therefore, there was a need to improve the user experience. 【0369】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0370】 In this invention, the server includes means for acquiring information on the user's economic activities, means for using a calculation device to calculate the amount of tax, means for creating and issuing financial statements, and means including an emotion recognition system that analyzes the user's emotional state and adjusts the information presented accordingly. This enables flexible information presentation tailored to the user's emotions, thereby reducing stress and improving the user experience. 【0371】 An "information input terminal" is a device used to acquire information about a user's economic activities. 【0372】 "Economic activity information" is a general term for financial data such as users' income and expenses. 【0373】 "Tax amount" refers to the amount of tax calculated based on income and expenses. 【0374】 A "calculation device" is a device used to calculate tax amounts based on acquired data. 【0375】 "Financial statements" are documents created electronically that are required for tax filing. 【0376】 An "intelligent module" is a system that analyzes user inquiries and provides appropriate responses. 【0377】 An "emotion recognition system" is a system that analyzes the emotional state of a user and adjusts the information presented accordingly. 【0378】 "Relevant agencies" refers to government agencies to which the prepared financial statements are to be sent. 【0379】 The system implementing this invention includes an information input terminal, a server, and an emotion recognition system. The user inputs economic activity information using the information input terminal. The input information, along with the user's emotion data, is transmitted to the server via the camera and microphone on the input terminal. The server uses a calculation program implemented in Python to calculate the tax amount based on this information and analyzes the emotion data. For emotion recognition, OpenCV and PyAudio are used to analyze the user's facial expressions and voice. 【0380】 The financial statements generated by the server are constructed electronically using the Python-docx library. The server then sends these documents online to the relevant institutions and obtains confirmation of transmission. 【0381】 In addition, the intelligent module uses a pre-trained financial database to provide quick and appropriate responses to user inquiries. The terminal uses an emotion recognition system to determine the user's stress level and concentration level, and presents information and advice accordingly via screen and audio. For example, if the user is experiencing excessive stress, the system will assist them by displaying a prompt such as, "Try taking a deep breath. Could you relax a little before trying again?" 【0382】 In this way, users receive information tailored to their emotions and can complete their tax returns without feeling stressed. 【0383】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0384】 Step 1: 【0385】 The user logs into an information input terminal and enters information about their economic activities. In this step, the income and expense information entered by the user is acquired as the main data, and emotional data is collected via camera and microphone. Emotional data includes facial expressions and voice tone. This data is transmitted to the server in real time. 【0386】 Step 2: 【0387】 The server calculates the tax amount based on the received economic activity information. A calculation program written in Python performs this. The input data includes income and expense information, and the calculated tax amount is output. The server simultaneously processes emotional data and analyzes stress levels and concentration levels. The user's emotional state is analyzed using OpenCV and PyAudio. 【0388】 Step 3: 【0389】 The system automatically generates financial statements based on the tax amount calculated by the server. The Python-docx library is used; inputs are the calculation result and a standard format template, and output is a completed electronic tax document. The generated document is then ready for online submission. 【0390】 Step 4: 【0391】 The device receives feedback from an emotion recognition system based on the user's stress level and provides appropriate information and advice. Input is the emotion analysis results from the server, and output is displayed on the device's screen and voice guidance. For example, in a high-stress state, suggestions for relaxation are offered. 【0392】 Step 5: 【0393】 The intelligent module responds to user inquiries using a pre-trained financial database. A user's question is input, and an appropriate answer is output. The intelligent module performs AI-based analysis to generate fast and accurate responses. 【0394】 Step 6: 【0395】 The server sends the completed financial statements online to the relevant institutions. The input is the completed electronic documents, and the output is the transmission confirmation. At the end of this step, a notification is sent to the user's terminal so they can review the entire process. 【0396】 The specific processing unit 290 transmits the result of the specific processing to the smart glasses 214. In the smart glasses 214, the control unit 46A causes the speaker 240 to output the result of the specific processing. The microphone 238 acquires audio indicating user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 238 to the data processing unit 12. In the data processing unit 12, the specific processing unit 290 acquires the audio data. 【0397】 Data generation model 58 is a type of so-called generative AI (Artificial Intelligence). One example of data generation model 58 is ChatGPT (Internet search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0398】 In the above embodiment, an example was given in which specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and the specific processing may also be performed by the smart glasses 214. 【0399】 [Third Embodiment] 【0400】 Figure 5 shows an example of the configuration of the data processing system 310 according to the third embodiment. 【0401】 As shown in Figure 5, the data processing system 310 includes a data processing device 12 and a headset terminal 314. An example of the data processing device 12 is a server. 【0402】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0403】 The headset terminal 314 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication interface 44, and a display 343. The computer 36 includes a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The microphone 238, speaker 240, camera 42, and display 343 are also connected to the bus 52. 【0404】 The microphone 238 receives voice signals from the user 20 and receives instructions from the user 20. The microphone 238 captures the voice signals from the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to the instructions from the processor 46. 【0405】 Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the area around the user 20 (for example, an imaging range defined by a field of view equivalent to the width of a typical healthy person's field of vision). 【0406】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various information between processor 46 and processor 28 via network 54. The exchange of various information between processor 46 and processor 28 using communication interfaces 44 and 26 is performed in a secure manner. 【0407】 Figure 6 shows an example of the main functions of the data processing device 12 and the headset terminal 314. As shown in Figure 6, the data processing device 12 performs specific processing using the processor 28. The storage 32 stores the specific processing program 56. 【0408】 The specific processing program 56 is an example of a "program" relating to the technology of this disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30. 【0409】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0410】 In the headset terminal 314, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0411】 Next, the specific processing performed by the specific processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the headset terminal 314 will be referred to as the "terminal". 【0412】 The present invention is an automated system for efficiently and accurately filing tax returns, and is implemented in the following manner. The system includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, and an online transmission function. 【0413】 First, the user accesses the system using a terminal. The terminal provides an interface for the user to input income and expense information. The user enters details for each income source, expense item, date, and amount. The entered data is checked in real time, and the terminal verifies that there are no errors. 【0414】 Next, this information is sent to a server, where a computing device receives the data. The server accesses the latest tax law database and calculates the accurate tax amount based on income and expenses. This calculation process also includes applicable deductions and exemptions to optimize the user's tax burden. 【0415】 Next, the server automatically generates tax documents based on the calculation results. The templates used here ensure that they adhere to legally recognized formats, and the generated documents are displayed electronically on the user's device. 【0416】 If a user encounters any unclear points or doubts while reviewing this document, they can ask questions to an artificial intelligence module via their device. The AI, operating on the server, instantly generates and provides the most appropriate answer to the user, based on a pre-built and trained database. 【0417】 Finally, after the user reviews and approves all items on the tax return, they send instructions for electronic filing from their device to the server. The server connects to the tax authority's electronic platform online and securely transmits the generated documents. Once the transmission is complete, an acknowledgment of receipt is obtained, and this information is immediately returned to the user. 【0418】 As a concrete example, consider an independent freelance writer entering all their income and expenses related to their articles and publications. A calculator processes this information and automatically generates documents, allowing the writer to complete their tax return in a short time. Artificial intelligence answers questions in real time, quickly resolving any doubts she may have about deductions. This process allows users to complete their tax returns smoothly with minimal stress. 【0419】 The following describes the processing flow. 【0420】 Step 1: 【0421】 The user logs into the system using a terminal. The terminal passes the login authentication and provides the user with input forms for income and expenses. 【0422】 Step 2: 【0423】 Users enter necessary data such as each income source, expense item, amount, and date into a form. The terminal checks the input in real time to ensure that all required fields are filled in correctly. 【0424】 Step 3: 【0425】 The terminal sends the entered data to the server. The server receives the data and securely stores it in a database. The information stored here is used for subsequent calculations. 【0426】 Step 4: 【0427】 The server operates a computing device and, referencing the latest tax law data, calculates the accurate tax amount based on the entered income and expenses. Applicable deductions and tax exemptions are also taken into consideration in the calculation. 【0428】 Step 5: 【0429】 The server automatically generates tax documents such as income tax returns and deduction certificates based on the calculation results. The generated documents are converted to an electronic format and sent to the terminal. 【0430】 Step 6: 【0431】 Users can review the tax documents generated on their device. They can make corrections or add information as needed. 【0432】 Step 7: 【0433】 When a user has a question, they send it from their device to an artificial intelligence module. The AI ​​on the server analyzes the question, instantly generates an appropriate answer based on relevant information, and sends it back to the device. 【0434】 Step 8: 【0435】 After the final confirmation is complete, the user approves the electronic filing via their terminal. The server receives the instruction and sends the generated documents to the tax authority's online system. 【0436】 Step 9: 【0437】 The server verifies that the electronic filing was completed successfully, obtains a certificate of receipt, and sends it to the terminal. The user receives a completion notification, and the filing process is finished. 【0438】 (Example 1) 【0439】 Next, we will describe Example 1. In the following description, the data processing device 12 will be referred to as the "server," and the headset-type terminal 314 will be referred to as the "terminal." 【0440】 The present invention aims to provide a system that accurately processes income and expenditure information, calculates accurate tax amounts, and assists users in filing tax returns quickly and correctly. It addresses the challenge of reducing the time and mental burden caused by conventional manual calculations and delays in inquiry responses. 【0441】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0442】 In this invention, the server includes means for receiving information on the user's income and expenses using an information processing device, means for using a numerical processing device to calculate the tax amount based on the received information, and means for automatically generating legal documents and outputting them in electronic format. This makes it possible to perform automated and appropriate tax processing. 【0443】 An "information processing device" is a computing device that has the function of receiving data and extracting and verifying the necessary information. 【0444】 A "numerical processing device" is a computing device that performs arithmetic or algebraic calculations based on received data to derive the accurate amount of tax. 【0445】 A "legal document" is a document that expresses the results generated in a formal format and is used for record-keeping and submission. 【0446】 "Electronic format" refers to a format in which information is recorded and displayed as digital data rather than on paper. 【0447】 "Intelligent processing" refers to artificial intelligence application technologies that enable the automatic generation of appropriate answers to given data or inquiries. 【0448】 A "network" is a means of communication used to send and receive information between different computers. 【0449】 "Organization" refers to a public or private institution that is intended to be the recipient of a legal document. 【0450】 This invention is an automated system that assists users in efficiently performing tax filing procedures. The system consists of an information processing device, a numerical processing device, a legal document generation function, an intelligent processing module, and a network transmission function. 【0451】 Users access information processing devices by operating terminals and input detailed income and expense information. The terminals verify this information in real time to prevent input errors. This process utilizes specific interfaces and database management systems. 【0452】 Next, the terminal sends the information to the server. A numerical processing unit on the server calculates the tax amount based on this data. Here, calculations are performed based on the latest legal data. The calculation results are formatted as a legal document and sent to the user's terminal electronically. 【0453】 Users can consult an intelligent processing module with any questions that arise during the process of reviewing the displayed legal documents. This module has the ability to quickly answer the user's questions using example prompts. For example, if a user uses a prompt such as, "Please add a source of income and show the applicable deduction options," the intelligent processing module will immediately display the appropriate information. 【0454】 Ultimately, the user instructs the server to send verified legal documents from their device, which then securely submits them to the organization via the network. Upon completion of this process, the server receives confirmation of receipt and provides the results to the user via their device. This system reduces user effort and enables accurate and timely tax filing. 【0455】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0456】 Step 1: 【0457】 Users access the information processing system using their own terminals and input income and expense information. This input includes sources of income, expense items, dates, and amounts. The terminal verifies the input data in real time, checking for errors in format and content. It also has a function to notify the user and prompt correction if errors are detected. The input data is organized on the terminal and converted into a format ready for transmission to the server. 【0458】 Step 2: 【0459】 The server, upon receiving data transmitted from the terminal, forwards this information to a numerical processing unit. The numerical processing unit calculates the tax amount based on the received data. In this process, it refers to the latest legal data and applies any possible deductions and exemptions. The resulting tax amount and deduction information are output as data used for subsequent document generation. 【0460】 Step 3: 【0461】 Based on the calculation results, the server automatically generates legal documents. This process creates legally recognized documents based on a format template. The generated documents are sent electronically to the user's terminal and output in a format that the user can review. 【0462】 Step 4: 【0463】 The user reviews the legal documents displayed on the terminal screen. At this stage, if the user has any questions or needs additional information, they input prompts into the intelligent processing module via the terminal. The server uses a generative AI model to analyze the questions based on the user's prompts and provides quick and optimal answers. For example, in response to a prompt such as "Please tell me the details of the main deductions for this year," the server immediately displays the relevant deduction information. 【0464】 Step 5: 【0465】 Once the user reviews and confirms the contents of the legal documents, they send instructions to the server via their terminal. The server then transmits the final, confirmed documents to the relevant organizations over the network. Upon completion of this transmission, the server obtains confirmation of receipt and reports the result to the user's terminal. This completes the entire process, allowing the user to safely and efficiently complete their tax filing. 【0466】 (Application Example 1) 【0467】 Next, we will explain Application Example 1. In the following explanation, the data processing device 12 will be referred to as the "server," and the headset-type terminal 314 will be referred to as the "terminal." 【0468】 For sole proprietors and small businesses, the tax filing process is time-consuming and laborious, and keeping up with changes in tax laws is difficult. Furthermore, the proper application of deductions and the creation of error-free tax returns often require specialized knowledge. As a result, many individuals experience stress and anxiety regarding tax processing. 【0469】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0470】 In this invention, the server includes means for receiving the user's financial information using an information processing terminal, means for using a calculation device to calculate the tax amount based on the received information, and means for automatically creating accounting documents and outputting them in digital format. This enables many users to process their taxes simply and efficiently, reduce errors, and file tax returns without stress. 【0471】 An "information processing terminal" is a device used by users to input financial information and communicate. 【0472】 "Financial information" refers to detailed data about a user's income and expenses. 【0473】 A "calculation unit" is a device that performs calculations based on the input information to determine the accurate amount of tax payable. 【0474】 "Accounting documents" are documents that compile the information necessary for tax payment and are produced in a legally compliant format. 【0475】 A "digital format" is a data format that can be stored, displayed, and transmitted electronically. 【0476】 "Artificial intelligence" is a program designed to generate appropriate responses to user questions. 【0477】 "Via network" refers to a method of transmitting data through the internet or other communication networks. 【0478】 A "portable information terminal" is a portable device that allows users to easily input income and expense information. 【0479】 This system utilizes a portable information terminal, a server, and an artificial intelligence module as its main components. Users can input financial information, specifically income and expense data, using the portable information terminal. This data is transmitted to the server via the network. The server, equipped with a computing power, calculates the tax amount based on the received financial information. This includes a process that automatically applies necessary deductions by referencing the latest legal data and outputs accurate results. The generated accounting documents are created in digital format and displayed on the user's terminal. 【0480】 The artificial intelligence module generates quick and appropriate responses based on user questions. This module utilizes a pre-trained information database and is used to resolve users' tax-related questions. Finally, after verification and approval, users can securely submit documents to the certification authority via the network. 【0481】 As a concrete example, consider a process where a ceramic artist inputs monthly sales and material costs to quickly and accurately prepare a tax return. Using this system, she can also receive AI support for deduction-related questions, allowing her to complete her tax return with confidence. An example of a specific prompt to the generated AI model is: "Describe the features of a smartphone app that streamlines annual tax filing for a ceramic artist. How would it manage income and expense information, and how would it implement AI functionality to answer questions?" 【0482】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0483】 Step 1: 【0484】 Users input financial information using a portable information terminal. This includes income amounts, expense items, dates, etc. The entered data undergoes an initial check on the terminal to ensure there are no errors before being sent to the server. Formatted financial information is generated as output from the input data. 【0485】 Step 2: 【0486】 The server calculates the tax amount based on the received financial information. This calculation uses the latest legal data and automatically considers applicable deductions and exemptions. The server queries the database, performs the necessary calculations, and determines the accurate tax amount. The input is the user's financial information, and the output is an accurate tax amount. 【0487】 Step 3: 【0488】 The server automatically generates digital accounting documents based on the calculated tax amount. These documents are created in accordance with legally mandated formats and displayed on the user's terminal. The server creates the documents by using templates and arranging the data. The input is the calculated tax amount, and the output is a digital accounting document. 【0489】 Step 4: 【0490】 The user reviews the generated accounting documents and checks if the content is correct. Corrections can be made as needed. The user reviews the documents on their terminal and resends any corrections to the server. The input is the accounting documents, and the output is the reviewed documents. 【0491】 Step 5: 【0492】 When a user asks a question, the terminal sends that question to the server's artificial intelligence module. The AI ​​uses a pre-trained database to generate an appropriate response to the question and sends it back to the terminal. The input is the user's question, and the output is the response from the server. 【0493】 Step 6: 【0494】 After the user has finally approved the accounting documents, the terminal instructs the terminal to send the documents to the certification authority over the network. The server sends the documents using a secure protocol and obtains an acknowledgment of receipt from the certification authority. The input is the approved accounting documents, and the output is the acknowledgment of receipt. 【0495】 Furthermore, an emotion engine that estimates the user's emotions may be incorporated. That is, the identification processing unit 290 may use the emotion identification model 59 to estimate the user's emotions and perform identification processing using the user's emotions. 【0496】 This invention is a system that enhances the user experience by incorporating an emotion engine into the process from the user's input of income and expense information to the completion of tax filing. This invention includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, an emotion engine, and an online transmission function. 【0497】 First, the user logs into the system using a terminal and sets import parameters. The terminal provides an interface for the user to input income and expense information, as well as emotion recognition capabilities. As the user inputs information, the terminal uses a microphone and camera to collect emotional data from voice tone, facial expressions, and other factors. This data is used to analyze stress levels and concentration levels in real time. 【0498】 When a user submits information, the server receives this input data, and a calculator performs the tax calculation. The tax calculation is performed strictly according to the latest tax laws, while also taking into account the user's emotional state, as captured by the emotion engine. For example, if the user is feeling stressed, the terminal will reduce the user's burden by presenting information and advice in a simpler way. 【0499】 Furthermore, the server automatically generates the necessary tax documents based on calculations and sends them to the terminal in electronic format. When the user reviews these documents, an artificial intelligence module quickly responds to questions, and an emotion engine reassesssing the user's emotions. The answers provided can be personalized, with complexity adjusted according to the user's state. 【0500】 For example, when a user is entering information about deductions on their tax return, a part of the process that can be particularly stressful for them, the emotion engine analyzes the user's situation, and the device provides relaxation advice and easier input assistance via screen and voice. Furthermore, the server customizes alerts and explanations to match the user's state, making them easier to understand and increasing the user's sense of security. 【0501】 Finally, after the user reviews the tax return and initiates electronic filing, the server sends the generated tax documents online to the tax authorities. After receiving confirmation of receipt of the return, it notifies the user's device. In this way, the system, which also incorporates user support through an emotion engine, allows users to file their tax returns with confidence. 【0502】 The following describes the processing flow. 【0503】 Step 1: 【0504】 The user logs into the system using a terminal. The terminal displays an interface for the user to perform login authentication, and once authentication is confirmed, it provides a screen for entering income and expense information. 【0505】 Step 2: 【0506】 The user inputs information such as income sources, expense items, amounts, and dates into the terminal. The terminal uses sensors to detect the user's voice and facial expressions, and an emotion engine analyzes this information. The analysis results are notified to the terminal, and the input interface is adjusted accordingly. 【0507】 Step 3: 【0508】 The emotion engine analyzes the user's emotions based on voice tone and input speed. If stress or confusion is detected, the device provides the user with relaxation techniques and helpful information to support input operations. 【0509】 Step 4: 【0510】 Once the user finishes entering the data, the terminal sends all the information to the server. The server receives this information and starts the calculator to begin calculating the tax amount. 【0511】 Step 5: 【0512】 The server calculates the tax amount based on the input data, referencing the latest tax law database. The calculation results are then processed by an emotion engine, which takes into account the user's state, before being prepared to be communicated to the user in the most appropriate way. 【0513】 Step 6: 【0514】 The server automatically generates the necessary tax documents based on the calculated tax amount. These documents are converted into electronic format and sent to the terminal for verification. The terminal then displays a confirmation screen to the user based on this information. 【0515】 Step 7: 【0516】 The user reviews the generated tax documents on the device screen and enters any questions they may have. An artificial intelligence module analyzes these questions and provides a relevant answer to the user in real time. 【0517】 Step 8: 【0518】 The emotion engine checks the user's emotions again, and if necessary, the device displays additional information or encouraging messages. The user completes the review of all items and is ready to submit their electronic return. 【0519】 Step 9: 【0520】 Once the user approves the electronic filing, the device sends the instructions to the server. The server sends the documents to the tax authorities online, and once the transmission is complete, it receives confirmation of receipt. 【0521】 Step 10: 【0522】 The server returns confirmation information to the terminal, which then displays a notification to the user confirming the completion and receipt of the declaration. With this, the process is complete, and the user can confidently complete their tax return. 【0523】 (Example 2) 【0524】 Next, we will describe Example 2. In the following description, the data processing device 12 will be referred to as the "server," and the headset-type terminal 314 will be referred to as the "terminal." 【0525】 The traditional tax filing process is complex and burdensome for users, with the stress associated with filing being a particular problem. To address this issue, there is a need for a system that takes users' emotional states into consideration while enabling them to complete the filing process efficiently and simply. 【0526】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0527】 In this invention, the server includes means for receiving income and expenditure information using an information processing device, means for calculating tax amounts using a digital data processing device, and means for analyzing the user's emotional state using an emotion analysis device and adjusting the information presentation. This makes it possible for users to complete their tax returns efficiently while reducing their emotional burden. 【0528】 An "information processing device" is a device that receives data input from a user and processes that data in a digital format. 【0529】 A "digital data processing device" is an electronic device used to perform specific calculations and analyses based on received numerical data. 【0530】 An "emotion analysis device" is a device that analyzes a user's emotional state from information such as voice and facial expressions. 【0531】 "Artistic intelligence technology" is a general term for computer programs and systems that artificially realize intelligent behavior. 【0532】 "Information and communication technology" refers to technologies for safely and quickly sending and receiving digital data. 【0533】 This invention provides a system that allows users to file tax returns efficiently, taking into account their emotional state, based on their income and expenditure information. This system is realized using an information processing device, a digital data processing device, an emotion analysis device, artistic intelligence technology, and information and communication technology. 【0534】 First, the user logs into the system using an information processing device. This device provides a data input interface and can receive information about the user's income and expenses. The entered information is sent to a digital data processing device, where accurate tax calculations are performed based on the latest legal data. 【0535】 Furthermore, the device uses a microphone and camera to collect emotional data from the user's voice and facial expressions through an emotion analysis device. This data is used to analyze the user's stress level and concentration level in real time. Based on the analysis results, if the user is experiencing stress, the way information is presented is adjusted. 【0536】 Next, the server automatically generates a digital document based on the calculation results and sends it to the user's terminal. The user reviews this digital document on their terminal, and if they have any questions, they receive a quick response using artistic intelligence technology. Artistic intelligence technology uses a pre-trained database and can handle complex questions. Furthermore, the complexity of the response and the content of the information presented are adjusted according to the user's state. 【0537】 Finally, once the user completes the declaration, the digital document is securely transmitted to the authorities using information and communication technology. After the transmission is complete, the user's device will be notified of receipt. 【0538】 As a concrete example, when a user is entering information that may cause them stress, the emotion analysis device analyzes their stress level in real time. Based on this feedback, the device provides relaxation advice via screen and voice to reduce the user's burden. This process is carried out using a generative AI model. 【0539】 Example of a prompt: 【0540】 "I have both salary income and real estate income, and I'd like some advice on how to file my tax return smoothly. I'm particularly worried about calculating deductions, and it's making me anxious. What should I do?" 【0541】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0542】 Step 1: 【0543】 The user logs into the system using an information processing device. At this time, user authentication information is required as input. The terminal verifies this information, and if accurate authentication is confirmed, a session is initiated. The output indicates that secure access is permitted. Specifically, the user enters their username and password, and two-factor authentication is performed to prevent unauthorized access. 【0544】 Step 2: 【0545】 Users input income and expense information. The input requires data in a specific format, which the terminal stores digitally. The output is structured financial data. Specifically, an interface is provided that utilizes dropdown menus and auto-completion features to support users in accurately entering data. 【0546】 Step 3: 【0547】 The device monitors the user's emotional state using an emotion analysis device. Inputs include voice tone and facial expression data, which are processed by emotion analysis software. Outputs include feedback regarding the user's stress level and emotional state. Specifically, the device uses a camera and microphone to collect data in real time. 【0548】 Step 4: 【0549】 Once the user completes data entry, the terminal sends the data to the server. The server uses a digital data processing device to calculate the tax amount based on the received data and referencing the latest legal data. Structured financial data is used as input, and the output is an accurate tax amount. Specifically, queries are executed against the legal database, and the calculation results are stored. 【0550】 Step 5: 【0551】 The server automatically generates digital documents based on the calculation results and sends them to the terminal. The input requires calculated tax data, and the output is a digital document for tax filing. Specifically, a PDF generation tool is used to create the document in a predetermined format. 【0552】 Step 6: 【0553】 The user views a digital document on a device and asks necessary questions. The user's questions are required as input, and intelligent technology analyzes them to generate answers. The output is an appropriate answer to provide to the user. Specifically, natural language processing algorithms are used to analyze the intent of the questions. 【0554】 Step 7: 【0555】 After the user is satisfied with the declaration, the terminal sends instructions for electronic filing to the server. The server uses information and communication technology to send the digital document to the authorities. The final declaration data is required as input, and an acknowledgment of receipt is obtained as output. Specifically, the data is encrypted using the SSL protocol, ensuring secure communication. 【0556】 (Application Example 2) 【0557】 Next, we will explain Application Example 2. In the following explanation, the data processing device 12 will be referred to as the "server," and the headset-type terminal 314 will be referred to as the "terminal." 【0558】 Traditional tax processing systems often caused stress for users because they lacked ways to alleviate the psychological burden of inputting information and filing tax returns. Furthermore, features for providing appropriate information and advice tailored to the user's emotions were limited. Therefore, there was a need to improve the user experience. 【0559】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0560】 In this invention, the server includes means for acquiring information on the user's economic activities, means for using a calculation device to calculate the amount of tax, means for creating and issuing financial statements, and means including an emotion recognition system that analyzes the user's emotional state and adjusts the information presented accordingly. This enables flexible information presentation tailored to the user's emotions, thereby reducing stress and improving the user experience. 【0561】 An "information input terminal" is a device used to acquire information about a user's economic activities. 【0562】 "Economic activity information" is a general term for financial data such as users' income and expenses. 【0563】 "Tax amount" refers to the amount of tax calculated based on income and expenses. 【0564】 A "calculation device" is a device used to calculate tax amounts based on acquired data. 【0565】 "Financial statements" are documents created electronically that are required for tax filing. 【0566】 An "intelligent module" is a system that analyzes user inquiries and provides appropriate responses. 【0567】 An "emotion recognition system" is a system that analyzes the emotional state of a user and adjusts the information presented accordingly. 【0568】 "Relevant agencies" refers to government agencies to which the prepared financial statements are to be sent. 【0569】 The system implementing this invention includes an information input terminal, a server, and an emotion recognition system. The user inputs economic activity information using the information input terminal. The input information, along with the user's emotion data, is transmitted to the server via the camera and microphone on the input terminal. The server uses a calculation program implemented in Python to calculate the tax amount based on this information and analyzes the emotion data. For emotion recognition, OpenCV and PyAudio are used to analyze the user's facial expressions and voice. 【0570】 The financial statements generated by the server are constructed electronically using the Python-docx library. The server then sends these documents online to the relevant institutions and obtains confirmation of transmission. 【0571】 In addition, the intelligent module uses a pre-trained financial database to provide quick and appropriate responses to user inquiries. The terminal uses an emotion recognition system to determine the user's stress level and concentration level, and presents information and advice accordingly via screen and audio. For example, if the user is experiencing excessive stress, the system will assist them by displaying a prompt such as, "Try taking a deep breath. Could you relax a little before trying again?" 【0572】 In this way, users receive information tailored to their emotions and can complete their tax returns without feeling stressed. 【0573】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0574】 Step 1: 【0575】 The user logs into an information input terminal and enters information about their economic activities. In this step, the income and expense information entered by the user is acquired as the main data, and emotional data is collected via camera and microphone. Emotional data includes facial expressions and voice tone. This data is transmitted to the server in real time. 【0576】 Step 2: 【0577】 The server calculates the tax amount based on the received economic activity information. A calculation program written in Python performs this. The input data includes income and expense information, and the calculated tax amount is output. The server simultaneously processes emotional data and analyzes stress levels and concentration levels. The user's emotional state is analyzed using OpenCV and PyAudio. 【0578】 Step 3: 【0579】 The system automatically generates financial statements based on the tax amount calculated by the server. The Python-docx library is used; inputs are the calculation result and a standard format template, and output is a completed electronic tax document. The generated document is then ready for online submission. 【0580】 Step 4: 【0581】 The device receives feedback from an emotion recognition system based on the user's stress level and provides appropriate information and advice. Input is the emotion analysis results from the server, and output is displayed on the device's screen and voice guidance. For example, in a high-stress state, suggestions for relaxation are offered. 【0582】 Step 5: 【0583】 The intelligent module responds to user inquiries using a pre-trained financial database. A user's question is input, and an appropriate answer is output. The intelligent module performs AI-based analysis to generate fast and accurate responses. 【0584】 Step 6: 【0585】 The server sends the completed financial statements online to the relevant institutions. The input is the completed electronic documents, and the output is the transmission confirmation. At the end of this step, a notification is sent to the user's terminal so they can review the entire process. 【0586】 The specific processing unit 290 transmits the result of the specific processing to the headset terminal 314. In the headset terminal 314, the control unit 46A causes the speaker 240 and display 343 to output the result of the specific processing. The microphone 238 acquires audio indicating user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 238 to the data processing unit 12. In the data processing unit 12, the specific processing unit 290 acquires the audio data. 【0587】 Data generation model 58 is a type of so-called generative AI (Artificial Intelligence). One example of data generation model 58 is ChatGPT (Internet search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0588】 In the above embodiment, an example was given in which specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and specific processing may also be performed by the headset terminal 314. 【0589】 [Fourth Embodiment] 【0590】 Figure 7 shows an example of the configuration of the data processing system 410 according to the fourth embodiment. 【0591】 As shown in Figure 7, the data processing system 410 includes a data processing device 12 and a robot 414. An example of the data processing device 12 is a server. 【0592】 The data processing device 12 comprises a computer 22, a database 24, and a communication interface 26. The computer 22 is an example of a "computer" related to the technology of this disclosure. The computer 22 comprises a processor 28, RAM 30, and storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication interface 26 are also connected to the bus 34. The communication interface 26 is connected to a network 54. An example of the network 54 is a WAN (Wide Area Network) and / or a LAN (Local Area Network). 【0593】 The robot 414 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication interface 44, and a controlled object 443. The computer 36 includes a processor 46, RAM 48, and storage 50. The processor 46, RAM 48, and storage 50 are connected to a bus 52. The microphone 238, speaker 240, camera 42, and controlled object 443 are also connected to the bus 52. 【0594】 The microphone 238 receives voice signals from the user 20 and receives instructions from the user 20. The microphone 238 captures the voice signals from the user 20, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to the instructions from the processor 46. 【0595】 Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an image sensor such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the area around the user 20 (for example, an imaging range defined by a field of view equivalent to the width of a typical healthy person's field of vision). 【0596】 Communication interface 44 is connected to network 54. Communication interfaces 44 and 26 are responsible for the exchange of various information between processor 46 and processor 28 via network 54. The exchange of various information between processor 46 and processor 28 using communication interfaces 44 and 26 is performed in a secure manner. 【0597】 The controlled object 443 includes a display device, LEDs in the eyes, and motors that drive the arms, hands, and feet. The posture and gestures of the robot 414 are controlled by controlling the motors of the arms, hands, and feet. Some of the robot 414's emotions can be expressed by controlling these motors. Furthermore, the robot 414's facial expressions can also be expressed by controlling the illumination state of the LEDs in its eyes. 【0598】 Figure 8 shows an example of the main functions of the data processing device 12 and the robot 414. As shown in Figure 8, the data processing device 12 performs specific processing using the processor 28. The storage 32 stores the specific processing program 56. 【0599】 The specific processing program 56 is an example of a "program" relating to the technology of this disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30. 【0600】 The storage 32 stores the data generation model 58 and the emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. 【0601】 In robot 414, the processor 46 performs the reception output processing. The storage 50 stores the reception output program 60. The processor 46 reads the reception output program 60 from the storage 50 and executes the read reception output program 60 on the RAM 48. The reception output processing is realized by the processor 46 operating as a control unit 46A according to the reception output program 60 executed on the RAM 48. 【0602】 Next, the specific processing performed by the specific processing unit 290 of the data processing device 12 will be described. In the following description, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0603】 The present invention is an automated system for efficiently and accurately filing tax returns, and is implemented in the following manner. The system includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, and an online transmission function. 【0604】 First, the user accesses the system using a terminal. The terminal provides an interface for the user to input income and expense information. The user enters details for each income source, expense item, date, and amount. The entered data is checked in real time, and the terminal verifies that there are no errors. 【0605】 Next, this information is sent to a server, where a computing device receives the data. The server accesses the latest tax law database and calculates the accurate tax amount based on income and expenses. This calculation process also includes applicable deductions and exemptions to optimize the user's tax burden. 【0606】 Next, the server automatically generates tax documents based on the calculation results. The templates used here ensure that they adhere to legally recognized formats, and the generated documents are displayed electronically on the user's device. 【0607】 If a user encounters any unclear points or doubts while reviewing this document, they can ask questions to an artificial intelligence module via their device. The AI, operating on the server, instantly generates and provides the most appropriate answer to the user, based on a pre-built and trained database. 【0608】 Finally, after the user reviews and approves all items on the tax return, they send instructions for electronic filing from their device to the server. The server connects to the tax authority's electronic platform online and securely transmits the generated documents. Once the transmission is complete, an acknowledgment of receipt is obtained, and this information is immediately returned to the user. 【0609】 As a concrete example, consider an independent freelance writer entering all their income and expenses related to their articles and publications. A calculator processes this information and automatically generates documents, allowing the writer to complete their tax return in a short time. Artificial intelligence answers questions in real time, quickly resolving any doubts she may have about deductions. This process allows users to complete their tax returns smoothly with minimal stress. 【0610】 The following describes the processing flow. 【0611】 Step 1: 【0612】 The user logs into the system using a terminal. The terminal passes the login authentication and provides the user with input forms for income and expenses. 【0613】 Step 2: 【0614】 Users enter necessary data such as each income source, expense item, amount, and date into a form. The terminal checks the input in real time to ensure that all required fields are filled in correctly. 【0615】 Step 3: 【0616】 The terminal sends the entered data to the server. The server receives the data and securely stores it in a database. The information stored here is used for subsequent calculations. 【0617】 Step 4: 【0618】 The server operates a computing device and, referencing the latest tax law data, calculates the accurate tax amount based on the entered income and expenses. Applicable deductions and tax exemptions are also taken into consideration in the calculation. 【0619】 Step 5: 【0620】 The server automatically generates tax documents such as income tax returns and deduction certificates based on the calculation results. The generated documents are converted to an electronic format and sent to the terminal. 【0621】 Step 6: 【0622】 Users can review the tax documents generated on their device. They can make corrections or add information as needed. 【0623】 Step 7: 【0624】 When a user has a question, they send it from their device to an artificial intelligence module. The AI ​​on the server analyzes the question, instantly generates an appropriate answer based on relevant information, and sends it back to the device. 【0625】 Step 8: 【0626】 After the final confirmation is complete, the user approves the electronic filing via their terminal. The server receives the instruction and sends the generated documents to the tax authority's online system. 【0627】 Step 9: 【0628】 The server verifies that the electronic filing was completed successfully, obtains a certificate of receipt, and sends it to the terminal. The user receives a completion notification, and the filing process is finished. 【0629】 (Example 1) 【0630】 Next, we will describe Example 1. In the following description, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0631】 The present invention aims to provide a system that accurately processes income and expenditure information, calculates accurate tax amounts, and assists users in filing tax returns quickly and correctly. It addresses the challenge of reducing the time and mental burden caused by conventional manual calculations and delays in inquiry responses. 【0632】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 1 is realized by the following means. 【0633】 In this invention, the server includes means for receiving information on the user's income and expenses using an information processing device, means for using a numerical processing device to calculate the tax amount based on the received information, and means for automatically generating legal documents and outputting them in electronic format. This makes it possible to perform automated and appropriate tax processing. 【0634】 An "information processing device" is a computing device that has the function of receiving data and extracting and verifying the necessary information. 【0635】 A "numerical processing device" is a computing device that performs arithmetic or algebraic calculations based on received data to derive the accurate amount of tax. 【0636】 A "legal document" is a document that expresses the results generated in a formal format and is used for record-keeping and submission. 【0637】 "Electronic format" refers to a format in which information is recorded and displayed as digital data rather than on paper. 【0638】 "Intelligent processing" refers to artificial intelligence application technologies that enable the automatic generation of appropriate answers to given data or inquiries. 【0639】 A "network" is a means of communication used to send and receive information between different computers. 【0640】 "Organization" refers to a public or private institution that is intended to be the recipient of a legal document. 【0641】 This invention is an automated system that assists users in efficiently performing tax filing procedures. The system consists of an information processing device, a numerical processing device, a legal document generation function, an intelligent processing module, and a network transmission function. 【0642】 Users access information processing devices by operating terminals and input detailed income and expense information. The terminals verify this information in real time to prevent input errors. This process utilizes specific interfaces and database management systems. 【0643】 Next, the terminal sends the information to the server. A numerical processing unit on the server calculates the tax amount based on this data. Here, calculations are performed based on the latest legal data. The calculation results are formatted as a legal document and sent to the user's terminal electronically. 【0644】 Users can consult an intelligent processing module with any questions that arise during the process of reviewing the displayed legal documents. This module has the ability to quickly answer the user's questions using example prompts. For example, if a user uses a prompt such as, "Please add a source of income and show the applicable deduction options," the intelligent processing module will immediately display the appropriate information. 【0645】 Ultimately, the user instructs the server to send verified legal documents from their device, which then securely submits them to the organization via the network. Upon completion of this process, the server receives confirmation of receipt and provides the results to the user via their device. This system reduces user effort and enables accurate and timely tax filing. 【0646】 The flow of the specific processing in Example 1 will be explained using Figure 11. 【0647】 Step 1: 【0648】 Users access the information processing system using their own terminals and input income and expense information. This input includes sources of income, expense items, dates, and amounts. The terminal verifies the input data in real time, checking for errors in format and content. It also has a function to notify the user and prompt correction if errors are detected. The input data is organized on the terminal and converted into a format ready for transmission to the server. 【0649】 Step 2: 【0650】 The server, upon receiving data transmitted from the terminal, forwards this information to a numerical processing unit. The numerical processing unit calculates the tax amount based on the received data. In this process, it refers to the latest legal data and applies any possible deductions and exemptions. The resulting tax amount and deduction information are output as data used for subsequent document generation. 【0651】 Step 3: 【0652】 Based on the calculation results, the server automatically generates legal documents. This process creates legally recognized documents based on a format template. The generated documents are sent electronically to the user's terminal and output in a format that the user can review. 【0653】 Step 4: 【0654】 The user reviews the legal documents displayed on the terminal screen. At this stage, if the user has any questions or needs additional information, they input prompts into the intelligent processing module via the terminal. The server uses a generative AI model to analyze the questions based on the user's prompts and provides quick and optimal answers. For example, in response to a prompt such as "Please tell me the details of the main deductions for this year," the server immediately displays the relevant deduction information. 【0655】 Step 5: 【0656】 Once the user reviews and confirms the contents of the legal documents, they send instructions to the server via their terminal. The server then transmits the final, confirmed documents to the relevant organizations over the network. Upon completion of this transmission, the server obtains confirmation of receipt and reports the result to the user's terminal. This completes the entire process, allowing the user to safely and efficiently complete their tax filing. 【0657】 (Application Example 1) 【0658】 Next, we will explain Application Example 1. In the following explanation, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0659】 For sole proprietors and small businesses, the tax filing process is time-consuming and laborious, and keeping up with changes in tax laws is difficult. Furthermore, the proper application of deductions and the creation of error-free tax returns often require specialized knowledge. As a result, many individuals experience stress and anxiety regarding tax processing. 【0660】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 1 is realized by the following means. 【0661】 In this invention, the server includes means for receiving the user's financial information using an information processing terminal, means for using a calculation device to calculate the tax amount based on the received information, and means for automatically creating accounting documents and outputting them in digital format. This enables many users to process their taxes simply and efficiently, reduce errors, and file tax returns without stress. 【0662】 An "information processing terminal" is a device used by users to input financial information and communicate. 【0663】 "Financial information" refers to detailed data about a user's income and expenses. 【0664】 A "calculation unit" is a device that performs calculations based on the input information to determine the accurate amount of tax payable. 【0665】 "Accounting documents" are documents that compile the information necessary for tax payment and are produced in a legally compliant format. 【0666】 A "digital format" is a data format that can be stored, displayed, and transmitted electronically. 【0667】 "Artificial intelligence" is a program designed to generate appropriate responses to user questions. 【0668】 "Via network" refers to a method of transmitting data through the internet or other communication networks. 【0669】 A "portable information terminal" is a portable device that allows users to easily input income and expense information. 【0670】 This system utilizes a portable information terminal, a server, and an artificial intelligence module as its main components. Users can input financial information, specifically income and expense data, using the portable information terminal. This data is transmitted to the server via the network. The server, equipped with a computing power, calculates the tax amount based on the received financial information. This includes a process that automatically applies necessary deductions by referencing the latest legal data and outputs accurate results. The generated accounting documents are created in digital format and displayed on the user's terminal. 【0671】 The artificial intelligence module generates quick and appropriate responses based on user questions. This module utilizes a pre-trained information database and is used to resolve users' tax-related questions. Finally, after verification and approval, users can securely submit documents to the certification authority via the network. 【0672】 As a concrete example, consider a process where a ceramic artist inputs monthly sales and material costs to quickly and accurately prepare a tax return. Using this system, she can also receive AI support for deduction-related questions, allowing her to complete her tax return with confidence. An example of a specific prompt to the generated AI model is: "Describe the features of a smartphone app that streamlines annual tax filing for a ceramic artist. How would it manage income and expense information, and how would it implement AI functionality to answer questions?" 【0673】 The flow of a specific process in Application Example 1 will be explained using Figure 12. 【0674】 Step 1: 【0675】 Users input financial information using a portable information terminal. This includes income amounts, expense items, dates, etc. The entered data undergoes an initial check on the terminal to ensure there are no errors before being sent to the server. Formatted financial information is generated as output from the input data. 【0676】 Step 2: 【0677】 The server calculates the tax amount based on the received financial information. This calculation uses the latest legal data and automatically considers applicable deductions and exemptions. The server queries the database, performs the necessary calculations, and determines the accurate tax amount. The input is the user's financial information, and the output is an accurate tax amount. 【0678】 Step 3: 【0679】 The server automatically generates digital accounting documents based on the calculated tax amount. These documents are created in accordance with legally mandated formats and displayed on the user's terminal. The server creates the documents by using templates and arranging the data. The input is the calculated tax amount, and the output is a digital accounting document. 【0680】 Step 4: 【0681】 The user reviews the generated accounting documents and checks if the content is correct. Corrections can be made as needed. The user reviews the documents on their terminal and resends any corrections to the server. The input is the accounting documents, and the output is the reviewed documents. 【0682】 Step 5: 【0683】 When a user asks a question, the terminal sends that question to the server's artificial intelligence module. The AI ​​uses a pre-trained database to generate an appropriate response to the question and sends it back to the terminal. The input is the user's question, and the output is the response from the server. 【0684】 Step 6: 【0685】 After the user has finally approved the accounting documents, the terminal instructs the terminal to send the documents to the certification authority over the network. The server sends the documents using a secure protocol and obtains an acknowledgment of receipt from the certification authority. The input is the approved accounting documents, and the output is the acknowledgment of receipt. 【0686】 Furthermore, an emotion engine that estimates the user's emotions may be incorporated. That is, the identification processing unit 290 may use the emotion identification model 59 to estimate the user's emotions and perform identification processing using the user's emotions. 【0687】 This invention is a system that enhances the user experience by incorporating an emotion engine into the process from the user's input of income and expense information to the completion of tax filing. This invention includes an information input device, a calculation device, an automatic document generation function, an artificial intelligence module, an emotion engine, and an online transmission function. 【0688】 First, the user logs into the system using a terminal and sets import parameters. The terminal provides an interface for the user to input income and expense information, as well as emotion recognition capabilities. As the user inputs information, the terminal uses a microphone and camera to collect emotional data from voice tone, facial expressions, and other factors. This data is used to analyze stress levels and concentration levels in real time. 【0689】 When a user submits information, the server receives this input data, and a calculator performs the tax calculation. The tax calculation is performed strictly according to the latest tax laws, while also taking into account the user's emotional state, as captured by the emotion engine. For example, if the user is feeling stressed, the terminal will reduce the user's burden by presenting information and advice in a simpler way. 【0690】 Furthermore, the server automatically generates the necessary tax documents based on calculations and sends them to the terminal in electronic format. When the user reviews these documents, an artificial intelligence module quickly responds to questions, and an emotion engine reassesssing the user's emotions. The answers provided can be personalized, with complexity adjusted according to the user's state. 【0691】 For example, when a user is entering information about deductions on their tax return, a part of the process that can be particularly stressful for them, the emotion engine analyzes the user's situation, and the device provides relaxation advice and easier input assistance via screen and voice. Furthermore, the server customizes alerts and explanations to match the user's state, making them easier to understand and increasing the user's sense of security. 【0692】 Finally, after the user reviews the tax return and initiates electronic filing, the server sends the generated tax documents online to the tax authorities. After receiving confirmation of receipt of the return, it notifies the user's device. In this way, the system, which also incorporates user support through an emotion engine, allows users to file their tax returns with confidence. 【0693】 The following describes the processing flow. 【0694】 Step 1: 【0695】 The user logs into the system using a terminal. The terminal displays an interface for the user to perform login authentication, and once authentication is confirmed, it provides a screen for entering income and expense information. 【0696】 Step 2: 【0697】 The user inputs information such as income sources, expense items, amounts, and dates into the terminal. The terminal uses sensors to detect the user's voice and facial expressions, and an emotion engine analyzes this information. The analysis results are notified to the terminal, and the input interface is adjusted accordingly. 【0698】 Step 3: 【0699】 The emotion engine analyzes the user's emotions based on voice tone and input speed. If stress or confusion is detected, the device provides the user with relaxation techniques and helpful information to support input operations. 【0700】 Step 4: 【0701】 Once the user finishes entering the data, the terminal sends all the information to the server. The server receives this information and starts the calculator to begin calculating the tax amount. 【0702】 Step 5: 【0703】 The server calculates the tax amount based on the input data, referencing the latest tax law database. The calculation results are then processed by an emotion engine, which takes into account the user's state, before being prepared to be communicated to the user in the most appropriate way. 【0704】 Step 6: 【0705】 The server automatically generates the necessary tax documents based on the calculated tax amount. These documents are converted into electronic format and sent to the terminal for verification. The terminal then displays a confirmation screen to the user based on this information. 【0706】 Step 7: 【0707】 The user reviews the generated tax documents on the device screen and enters any questions they may have. An artificial intelligence module analyzes these questions and provides a relevant answer to the user in real time. 【0708】 Step 8: 【0709】 The emotion engine checks the user's emotions again, and if necessary, the device displays additional information or encouraging messages. The user completes the review of all items and is ready to submit their electronic return. 【0710】 Step 9: 【0711】 Once the user approves the electronic filing, the device sends the instructions to the server. The server sends the documents to the tax authorities online, and once the transmission is complete, it receives confirmation of receipt. 【0712】 Step 10: 【0713】 The server returns confirmation information to the terminal, which then displays a notification to the user confirming the completion and receipt of the declaration. With this, the process is complete, and the user can confidently complete their tax return. 【0714】 (Example 2) 【0715】 Next, we will describe Example 2. In the following description, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0716】 The traditional tax filing process is complex and burdensome for users, with the stress associated with filing being a particular problem. To address this issue, there is a need for a system that takes users' emotional states into consideration while enabling them to complete the filing process efficiently and simply. 【0717】 The identification process performed by the identification processing unit 290 of the data processing device 12 in Example 2 is realized by the following means. 【0718】 In this invention, the server includes means for receiving income and expenditure information using an information processing device, means for calculating tax amounts using a digital data processing device, and means for analyzing the user's emotional state using an emotion analysis device and adjusting the information presentation. This makes it possible for users to complete their tax returns efficiently while reducing their emotional burden. 【0719】 An "information processing device" is a device that receives data input from a user and processes that data in a digital format. 【0720】 A "digital data processing device" is an electronic device used to perform specific calculations and analyses based on received numerical data. 【0721】 An "emotion analysis device" is a device that analyzes a user's emotional state from information such as voice and facial expressions. 【0722】 "Artistic intelligence technology" is a general term for computer programs and systems that artificially realize intelligent behavior. 【0723】 "Information and communication technology" refers to technologies for safely and quickly sending and receiving digital data. 【0724】 This invention provides a system that allows users to file tax returns efficiently, taking into account their emotional state, based on their income and expenditure information. This system is realized using an information processing device, a digital data processing device, an emotion analysis device, artistic intelligence technology, and information and communication technology. 【0725】 First, the user logs into the system using an information processing device. This device provides a data input interface and can receive information about the user's income and expenses. The entered information is sent to a digital data processing device, where accurate tax calculations are performed based on the latest legal data. 【0726】 Furthermore, the device uses a microphone and camera to collect emotional data from the user's voice and facial expressions through an emotion analysis device. This data is used to analyze the user's stress level and concentration level in real time. Based on the analysis results, if the user is experiencing stress, the way information is presented is adjusted. 【0727】 Next, the server automatically generates a digital document based on the calculation results and sends it to the user's terminal. The user reviews this digital document on their terminal, and if they have any questions, they receive a quick response using artistic intelligence technology. Artistic intelligence technology uses a pre-trained database and can handle complex questions. Furthermore, the complexity of the response and the content of the information presented are adjusted according to the user's state. 【0728】 Finally, once the user completes the declaration, the digital document is securely transmitted to the authorities using information and communication technology. After the transmission is complete, the user's device will be notified of receipt. 【0729】 As a concrete example, when a user is entering information that may cause them stress, the emotion analysis device analyzes their stress level in real time. Based on this feedback, the device provides relaxation advice via screen and voice to reduce the user's burden. This process is carried out using a generative AI model. 【0730】 Example of a prompt: 【0731】 "I have both salary income and real estate income, and I'd like some advice on how to file my tax return smoothly. I'm particularly worried about calculating deductions, and it's making me anxious. What should I do?" 【0732】 The flow of the specific processing in Example 2 will be explained using Figure 13. 【0733】 Step 1: 【0734】 The user logs into the system using an information processing device. At this time, user authentication information is required as input. The terminal verifies this information, and if accurate authentication is confirmed, a session is initiated. The output indicates that secure access is permitted. Specifically, the user enters their username and password, and two-factor authentication is performed to prevent unauthorized access. 【0735】 Step 2: 【0736】 Users input income and expense information. The input requires data in a specific format, which the terminal stores digitally. The output is structured financial data. Specifically, an interface is provided that utilizes dropdown menus and auto-completion features to support users in accurately entering data. 【0737】 Step 3: 【0738】 The device monitors the user's emotional state using an emotion analysis device. Inputs include voice tone and facial expression data, which are processed by emotion analysis software. Outputs include feedback regarding the user's stress level and emotional state. Specifically, the device uses a camera and microphone to collect data in real time. 【0739】 Step 4: 【0740】 Once the user completes data entry, the terminal sends the data to the server. The server uses a digital data processing device to calculate the tax amount based on the received data and referencing the latest legal data. Structured financial data is used as input, and the output is an accurate tax amount. Specifically, queries are executed against the legal database, and the calculation results are stored. 【0741】 Step 5: 【0742】 The server automatically generates digital documents based on the calculation results and sends them to the terminal. The input requires calculated tax data, and the output is a digital document for tax filing. Specifically, a PDF generation tool is used to create the document in a predetermined format. 【0743】 Step 6: 【0744】 The user views a digital document on a device and asks necessary questions. The user's questions are required as input, and intelligent technology analyzes them to generate answers. The output is an appropriate answer to provide to the user. Specifically, natural language processing algorithms are used to analyze the intent of the questions. 【0745】 Step 7: 【0746】 After the user is satisfied with the declaration, the terminal sends instructions for electronic filing to the server. The server uses information and communication technology to send the digital document to the authorities. The final declaration data is required as input, and an acknowledgment of receipt is obtained as output. Specifically, the data is encrypted using the SSL protocol, ensuring secure communication. 【0747】 (Application Example 2) 【0748】 Next, we will explain application example 2. In the following explanation, the data processing device 12 will be referred to as the "server" and the robot 414 as the "terminal". 【0749】 Traditional tax processing systems often caused stress for users because they lacked ways to alleviate the psychological burden of inputting information and filing tax returns. Furthermore, features for providing appropriate information and advice tailored to the user's emotions were limited. Therefore, there was a need to improve the user experience. 【0750】 The specific processing performed by the specific processing unit 290 of the data processing device 12 in Application Example 2 is realized by the following means. 【0751】 In this invention, the server includes means for acquiring information on the user's economic activities, means for using a calculation device to calculate the amount of tax, means for creating and issuing financial statements, and means including an emotion recognition system that analyzes the user's emotional state and adjusts the information presented accordingly. This enables flexible information presentation tailored to the user's emotions, thereby reducing stress and improving the user experience. 【0752】 An "information input terminal" is a device used to acquire information about a user's economic activities. 【0753】 "Economic activity information" is a general term for financial data such as users' income and expenses. 【0754】 "Tax amount" refers to the amount of tax calculated based on income and expenses. 【0755】 A "calculation device" is a device used to calculate tax amounts based on acquired data. 【0756】 "Financial statements" are documents created electronically that are required for tax filing. 【0757】 An "intelligent module" is a system that analyzes user inquiries and provides appropriate responses. 【0758】 An "emotion recognition system" is a system that analyzes the emotional state of a user and adjusts the information presented accordingly. 【0759】 "Relevant agencies" refers to government agencies to which the prepared financial statements are to be sent. 【0760】 The system implementing this invention includes an information input terminal, a server, and an emotion recognition system. The user inputs economic activity information using the information input terminal. The input information, along with the user's emotion data, is transmitted to the server via the camera and microphone on the input terminal. The server uses a calculation program implemented in Python to calculate the tax amount based on this information and analyzes the emotion data. For emotion recognition, OpenCV and PyAudio are used to analyze the user's facial expressions and voice. 【0761】 The financial statements generated by the server are constructed electronically using the Python-docx library. The server then sends these documents online to the relevant institutions and obtains confirmation of transmission. 【0762】 In addition, the intelligent module uses a pre-trained financial database to provide quick and appropriate responses to user inquiries. The terminal uses an emotion recognition system to determine the user's stress level and concentration level, and presents information and advice accordingly via screen and audio. For example, if the user is experiencing excessive stress, the system will assist them by displaying a prompt such as, "Try taking a deep breath. Could you relax a little before trying again?" 【0763】 In this way, users receive information tailored to their emotions and can complete their tax returns without feeling stressed. 【0764】 The flow of a specific process in Application Example 2 will be explained using Figure 14. 【0765】 Step 1: 【0766】 The user logs into an information input terminal and enters information about their economic activities. In this step, the income and expense information entered by the user is acquired as the main data, and emotional data is collected via camera and microphone. Emotional data includes facial expressions and voice tone. This data is transmitted to the server in real time. 【0767】 Step 2: 【0768】 The server calculates the tax amount based on the received economic activity information. A calculation program written in Python performs this. The input data includes income and expense information, and the calculated tax amount is output. The server simultaneously processes emotional data and analyzes stress levels and concentration levels. The user's emotional state is analyzed using OpenCV and PyAudio. 【0769】 Step 3: 【0770】 The system automatically generates financial statements based on the tax amount calculated by the server. The Python-docx library is used; inputs are the calculation result and a standard format template, and output is a completed electronic tax document. The generated document is then ready for online submission. 【0771】 Step 4: 【0772】 The device receives feedback from an emotion recognition system based on the user's stress level and provides appropriate information and advice. Input is the emotion analysis results from the server, and output is displayed on the device's screen and voice guidance. For example, in a high-stress state, suggestions for relaxation are offered. 【0773】 Step 5: 【0774】 The intelligent module responds to user inquiries using a pre-trained financial database. A user's question is input, and an appropriate answer is output. The intelligent module performs AI-based analysis to generate fast and accurate responses. 【0775】 Step 6: 【0776】 The server sends the completed financial statements online to the relevant institutions. The input is the completed electronic documents, and the output is the transmission confirmation. At the end of this step, a notification is sent to the user's terminal so they can review the entire process. 【0777】 The specific processing unit 290 transmits the result of the specific processing to the robot 414. In the robot 414, the control unit 46A causes the speaker 240 and the controlled object 443 to output the result of the specific processing. The microphone 238 acquires audio indicating user input for the result of the specific processing. The control unit 46A transmits the audio data indicating user input acquired by the microphone 238 to the data processing unit 12. In the data processing unit 12, the specific processing unit 290 acquires the audio data. 【0778】 Data generation model 58 is a type of so-called generative AI (Artificial Intelligence). One example of data generation model 58 is ChatGPT (Internet search<URL: https: / / openai.com / blog / chatgpt> ), Gemini (Internet search) <url: https: gemini.google.com ?hl="ja">Examples of generative AI include the following. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 is input with prompts containing instructions, and with inference data such as audio data representing speech, text data representing text, and image data representing images. The data generation model 58 infers from the input inference data according to the instructions indicated by the prompts, and outputs the inference results in data formats such as audio data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. 【0779】 In the above embodiment, an example was given in which the specific processing is performed by the data processing device 12, but the technology of this disclosure is not limited thereto, and the specific processing may also be performed by the robot 414. 【0780】 Furthermore, the emotion identification model 59, acting as an emotion engine, may determine the user's emotion according to a specific mapping. Specifically, the emotion identification model 59 may determine the user's emotion according to a specific mapping, which is an emotion map (see Figure 9). Similarly, the emotion identification model 59 may also determine the robot's emotion, and the identification processing unit 290 may perform identification processing using the robot's emotion. 【0781】 Figure 9 shows an emotion map 400 in which multiple emotions are mapped. In the emotion map 400, emotions are arranged in concentric circles radiating from the center. The closer to the center of the concentric circles, the more primitive the emotions are located. Further out of the concentric circles, emotions representing states and actions arising from mental states are located. Emotion is a concept that includes feelings and mental states. On the left side of the concentric circles, emotions that are generally generated from reactions occurring in the brain are located. On the right side of the concentric circles, emotions that are generally induced by situational judgment are located. Above and below the concentric circles, emotions that are generally generated from reactions occurring in the brain and induced by situational judgment are located. In addition, the emotion of "pleasure" is located on the upper side of the concentric circles, and the emotion of "displeasure" is located on the lower side. Thus, in the emotion map 400, multiple emotions are mapped based on the structure in which emotions arise, and emotions that are likely to occur simultaneously are mapped close together. 【0782】 These emotions are distributed at the 3 o'clock position on the Emotion Map 400, and usually fluctuate between feelings of security and anxiety. In the right half of the Emotion Map 400, situational awareness takes precedence over internal feelings, resulting in a calm impression. 【0783】 The inside of the Emotion Map 400 represents inner thoughts, while the outside represents actions. Therefore, the further you go from the outside of the Emotion Map 400, the more visible (expressed in actions) your emotions become. 【0784】 Here, human emotions are based on various balances, such as posture and blood sugar levels. When these balances deviate from the ideal, it results in discomfort, and when they approach the ideal, it results in pleasure. Similarly, in robots, cars, motorcycles, etc., emotions can be created based on various balances, such as posture and battery level. When these balances deviate from the ideal, it results in discomfort, and when they approach the ideal, it results in pleasure. The emotion map can be generated, for example, based on Dr. Mitsuyoshi's emotion map (Research on a system for analyzing brain physiological signals of speech emotion recognition and emotion, Tokushima University, doctoral dissertation: https: / / ci.nii.ac.jp / naid / 500000375379). The left half of the emotion map contains emotions belonging to a region called "response," where sensation is dominant. The right half of the emotion map contains emotions belonging to a region called "situation," where situational awareness is dominant. 【0785】 The emotion map defines two emotions that promote learning. One is the emotion around the middle of the negative "repentance" and "reflection" on the situation side. In other words, it is when the robot experiences negative emotions such as "I never want to feel this way again" or "I don't want to be scolded again." The other is the emotion around the positive "desire" on the reaction side. In other words, it is when the robot has positive feelings such as "I want more" or "I want to know more." 【0786】 The emotion identification model 59 inputs user input into a pre-trained neural network, obtains emotion values ​​representing each emotion shown in the emotion map 400, and determines the user's emotion. This neural network is pre-trained based on multiple training data sets, which are combinations of user input and emotion values ​​representing each emotion shown in the emotion map 400. Furthermore, this neural network is trained so that emotions located close together have similar values, as shown in the emotion map 900 in Figure 10. Figure 10 shows an example where multiple emotions such as "reassured," "calm," and "confident" have similar emotion values. 【0787】 The above description primarily focuses on the functions of the data processing device 12 in relation to this disclosure. However, the system related to this disclosure is not necessarily implemented on a server. The system related to this disclosure may be implemented as a general information processing system. This disclosure may be implemented, for example, as a software program that runs on a personal computer or as an application that runs on a smartphone. The method related to this disclosure may be provided to users in SaaS (Software as a Service) format. 【0788】 In the above embodiment, an example was given in which a specific process is performed by a single computer 22. However, the technology of this disclosure is not limited thereto, and a distributed processing of the specific process may be performed by multiple computers, including computer 22. For example, a data generation model 58 may be provided in an external device of the data processing device 12, and the external device may generate data according to the input data. 【0789】 In the above embodiment, an example was given in which the specific processing program 56 is stored in the storage 32, but the technology of this disclosure is not limited thereto. For example, the specific processing program 56 may be stored in a portable, computer-readable, non-temporary storage medium such as a USB (Universal Serial Bus) memory. The specific processing program 56 stored in the non-temporary storage medium is installed in the computer 22 of the data processing device 12. The processor 28 executes specific processing according to the specific processing program 56. 【0790】 Alternatively, the specific processing program 56 may be stored in a storage device such as a server connected to the data processing device 12 via the network 54, and the specific processing program 56 may be downloaded and installed on the computer 22 in response to a request from the data processing device 12. 【0791】 Furthermore, it is not necessary to store the entirety of the specific processing program 56 in a storage device such as a server connected to the data processing device 12 via the network 54, or to store the entirety of the specific processing program 56 in the storage 32; it is acceptable to store only a portion of the specific processing program 56. 【0792】 The following types of processors can be used as hardware resources to perform specific processing. Examples of processors include a CPU, a general-purpose processor that functions as a hardware resource to perform specific processing by executing software, i.e., a program. Other examples of processors include dedicated electrical circuits, such as FPGAs (Field-Programmable Gate Arrays), PLDs (Programmable Logic Devices), or ASICs (Application Specific Integrated Circuits), which have circuit configurations specifically designed to perform specific processing. All of these processors have built-in or connected memory, and all of them perform specific processing by using memory. 【0793】 The hardware resource that performs a specific process may consist of one of these various processors, or it may consist of a combination of two or more processors of the same or different types (for example, a combination of multiple FPGAs, or a combination of a CPU and an FPGA). Alternatively, the hardware resource that performs a specific process may consist of a single processor. 【0794】 Examples of configurations using a single processor include, firstly, a configuration in which one or more CPUs and software are combined to form a single processor, and this processor functions as a hardware resource that performs a specific process. Secondly, there is a configuration using a processor that realizes the functions of the entire system, including multiple hardware resources that perform a specific process, on a single IC chip, as exemplified by SoCs (System-on-a-chip). In this way, a specific process is realized using one or more of the above types of processors as hardware resources. 【0795】 Furthermore, the hardware structure of these various processors can more specifically utilize electrical circuits that combine circuit elements such as semiconductor devices. Also, the specific processing described above is merely an example. Therefore, it goes without saying that unnecessary steps can be deleted, new steps added, or the processing order rearranged, as long as it does not deviate from the main purpose. 【0796】 The descriptions and illustrations presented above are detailed explanations of the technical aspects of this disclosure and are merely examples of the technical aspects. For example, the above descriptions of the structure, function, operation, and effect are examples of the structure, function, operation, and effect of the technical aspects of this disclosure. Therefore, it goes without saying that you may delete unnecessary parts, add new elements, or replace elements in the descriptions and illustrations presented above, as long as you do not deviate from the essence of the technical aspects of this disclosure. Furthermore, in order to avoid confusion and facilitate understanding of the technical aspects of this disclosure, explanations of common technical knowledge and the like that do not require special explanation to enable the implementation of the technical aspects of this disclosure have been omitted from the descriptions and illustrations presented above. 【0797】 All documents, patent applications, and technical standards described herein are incorporated by reference to the same extent as if each individual document, patent application, and technical standard were specifically and individually noted as being incorporated by reference. 【0798】 The following is further disclosed regarding the embodiments described above. 【0799】 (Claim 1) 【0800】 A means of receiving information on the user's income and expenses using an information input device, 【0801】 A means of using a calculation device to calculate the tax amount based on the information received, 【0802】 A means of automatically generating and electronically outputting tax documents, 【0803】 A method using artificial intelligence to analyze user questions and provide appropriate answers, 【0804】 A means of sending the generated tax documents to the authorities online, 【0805】 A system that includes this. 【0806】 (Claim 2) 【0807】 The aforementioned tax calculation is performed using the system described in claim 1, based on the latest tax law data. 【0808】 (Claim 3) 【0809】 The artificial intelligence uses a pre-trained tax database in the system according to claim 1. 【0810】 "Example 1" 【0811】 (Claim 1) 【0812】 A means of receiving information on the user's income and expenditure using an information processing device, 【0813】 A means of using a numerical processing device to calculate the tax amount based on the information received, 【0814】 A means of automatically generating legal documents and outputting them in electronic format, 【0815】 A means of using intelligent processing to analyze user inquiries and provide appropriate information, 【0816】 Means for transmitting the generated legal document to the organization via a network, 【0817】 A system that includes this. 【0818】 (Claim 2) 【0819】 The system described in claim 1 calculates the aforementioned tax amount based on the latest legal data. 【0820】 (Claim 3) 【0821】 The intelligent processing is performed using a pre-built database, according to claim 1. 【0822】 "Application Example 1" 【0823】 (Claim 1) 【0824】 A means of receiving the user's financial information using an information processing terminal, 【0825】 A means of using a calculation device that calculates the tax amount based on the received information, 【0826】 A means of automatically creating accounting documents and outputting them in digital format, 【0827】 A method using artificial intelligence to analyze user inquiries and provide appropriate responses, 【0828】 A means for transferring the aforementioned accounting documents to the certification authority via a network, 【0829】 Enter income and expense information via a portable information terminal. 【0830】 It performs calculations and verifications in real time and automatically applies deduction information. 【0831】 A method for displaying the generated documents to the user and sending them in bulk after approval, 【0832】 A means by which an artificial intelligence module provides question-based assistance, 【0833】 A system that includes this. 【0834】 (Claim 2) 【0835】 The system described in claim 1 calculates the aforementioned tax amount based on the latest legal data. 【0836】 (Claim 3) 【0837】 The artificial intelligence utilizes a pre-trained information database as described in claim 1. 【0838】 "Example 2 of combining an emotion engine" 【0839】 (Claim 1) 【0840】 A means of receiving user income and expenditure information using an information processing device, 【0841】 A means for calculating the tax amount using a digital data processing device based on the information received, 【0842】 A means of analyzing the user's emotional state using an emotion analysis device and adjusting the information presented to the user based on the results, 【0843】 A means for automatically generating digital documents and outputting them electronically using a data output device, 【0844】 A means of using artistic intelligence technology to analyze user inquiries and provide appropriate responses, 【0845】 A means for transmitting the generated digital document to the authorities using information and communication technology, 【0846】 A system that includes this. 【0847】 (Claim 2) 【0848】 The system according to claim 1 performs the aforementioned tax calculation based on the latest legal data. 【0849】 (Claim 3) 【0850】 The aforementioned artistic intelligence technology is the system according to claim 1, which uses a pre-trained digital database. 【0851】 "Application example 2 when combining with an emotional engine" 【0852】 (Claim 1) 【0853】 A means of acquiring information on a user's economic activity using an information input terminal, 【0854】 A means of using a calculation device to calculate the tax amount based on the information obtained above, 【0855】 A means of automatically creating financial statements and issuing them in electronic format, 【0856】 A means of using an intelligent module that analyzes user inquiries and provides appropriate responses, 【0857】 A means for remotely transmitting the aforementioned prepared financial statements to the relevant institutions, 【0858】 A means including an emotion recognition system that analyzes the emotional state of the user and adjusts the information presented according to that state, 【0859】 A system that includes this. 【0860】 (Claim 2) 【0861】 The tax calculation is performed using the latest legal data according to claim 1. 【0862】 (Claim 3) 【0863】 The system according to claim 1, wherein the intelligent module utilizes a pre-trained financial database. [Explanation of symbols] 【0864】 10, 210, 310, 410 Data Processing Systems 12 Data Processing Devices 14 Smart Devices 214 Smart Glasses 314 Headset-type terminal 414 Robots< / url:> < / url:> < / url:> < / url:>

Claims

[Claim 1] A means of receiving information on the user's income and expenses using an information input device, A means of using a calculation device to calculate the tax amount based on the information received, A means of automatically generating and electronically outputting tax documents, A method using artificial intelligence to analyze user questions and provide appropriate answers, A means of sending the generated tax documents to the authorities online, A system that includes this. [Claim 2] The system described in claim 1 performs the aforementioned tax calculation based on the latest tax law data. [Claim 3] The system according to claim 1, wherein the artificial intelligence uses a pre-trained tax database.

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