Article creation support device, article creation support program, and article creation support method

Abstract

Provided are an article creation support device and method that can assist a series of operations related to article creation. 【Solution means】 In an article creation support system, the article creation support device includes a storage unit including an elapsed information database, an AI selection database, and a prompt database, an article proposal unit that proposes the result of an article creation request to the user, a title proposal unit that proposes the result of a title creation request to the user, a summary proposal unit that proposes the result of a summary creation request to the user, and a review proposal unit that proposes the result of a review request to the user. The review proposal unit receives a correction request based on the review result from the user, requests any of a plurality of generation AIs to correct the manuscript, and proposes the correction result received from any of the plurality of generation AIs to the user. The title proposal unit and the summary proposal unit request any of a plurality of generation AIs to correct the title and summary based on the correction result, and propose the correction result received from any of the plurality of generation AIs to the user.

Description

Technical Field

[0001] The present disclosure relates to an article creation support device, an article creation support method, and an article creation support program that support article creation based on information input by a user.

Background Art

[0002] There are various types of documents in the world. When creating a document, it is necessary to pay attention to the type and format of the document. In particular, when creating a special document, it is preferable for an expert to create the document. Devices for supporting document creation have been known for a long time and are used in various fields. For example, Patent Document 1 discloses a document creation support device that supports the creation of a petition document created within a company. Patent Document 2 also discloses a document creation support system that supports the creation of a scout document received by a job seeker.

[0003] In recent years, technologies related to generative artificial intelligence (hereinafter also referred to as generative AI) have been developed and utilized in the field of document creation support. Patent Document 1 discloses creating a predetermined document by inputting predetermined information into a language model realized by a neural network. Patent Document 2 also discloses having artificial intelligence create and correct a summary of a sentence.

Prior Art Documents

Patent Documents

[0004]

Patent Document 1

Patent Document 2

Summary of the Invention

Problems to be Solved by the Invention

[0005] However, although the spread of document creation support tools is expected in mass media such as newspapers, publishing, and advertising, it has been insufficient to support not only the creation of simple text documents, but also a series of operations including the creation of titles and summaries appropriate for the text, and the implementation of reviews of the created articles and the like.

[0006] The present disclosure has been made in view of such problems, and an object thereof is to provide an article creation support apparatus, an article creation support program, and an article creation support method that can support a series of operations related to article creation.

Means for Solving the Problems

[0007] According to one aspect of the present disclosure, there is provided an article creation support apparatus that supports the creation of an article including a manuscript, a title, and an abstract based on material information input by a user, the apparatus comprising: a progress information database that stores the material information and progress information related to article creation; an AI selection database that stores information related to a plurality of generation AIs for performing article creation; and a prompt database that stores a plurality of prompts corresponding to each of the generation AIs; a manuscript proposal unit that includes a prompt selected from the prompt database and the material information in manuscript creation request information, requests creation of the manuscript from any one of the plurality of generation AIs, stores the result of the manuscript creation request received from any one of the plurality of generation AIs in the progress information database, and proposes the manuscript to the user; a title proposal unit that includes a prompt selected from the prompt database and the result of the manuscript creation request in title creation request information, requests creation of the title from any one of the plurality of generation AIs, stores the result of the title creation request received from any one of the plurality of generation AIs in the progress information database, and proposes the title to the user; a summary proposal unit that includes a prompt selected from the prompt database and the result of the manuscript creation request in summary creation request information, requests creation of the summary from any one of the plurality of generation AIs, stores the result of the summary creation request received from any one of the plurality of generation AIs in the progress information database, and proposes the summary to the user; and a review proposal unit that includes a prompt selected from the prompt database and the result of the manuscript creation request in review request information, requests review of the result of the manuscript creation request from any one of the plurality of generation AIs, stores the result of the review request received from any one of the plurality of generation AIs in the progress information database, and proposes the result to the user, wherein the review proposal unit said Review requestReceive a correction request from the user based on the result, request any of the plurality of generation AIs to correct the manuscript, store the correction result received from any of the plurality of generation AIs in the progress information database, and propose it to the user. The title proposal unit and the summary proposal unit request any of the plurality of generation AIs to correct the title and the summary based on the correction result, store the correction result received from any of the plurality of generation AIs in the progress information database, and propose it to the user. An article creation support device is provided.

[0008] According to one aspect of the present disclosure, there is provided an article creation support method for a computer to support the creation of an article including a manuscript, a title, and a summary based on material information input by a user. The method includes including a prompt selected from a prompt database and the material information in manuscript creation request information multiple Request any of a plurality of generation AIs to create the manuscript, store the result of the manuscript creation request received from any of the plurality of generation AIs in a progress information database, and propose it to the user (manuscript proposal step); include a prompt selected from the prompt database and the result of the manuscript creation request in title creation request information, request any of the plurality of generation AIs to create the title, store the result of the title creation request received from any of the plurality of generation AIs in the progress information database, and propose it to the user (title proposal step); include a prompt selected from the prompt database and the result of the manuscript creation request in summary creation request information, request any of the plurality of generation AIs to create the summary, store the result of the summary creation request received from any of the plurality of generation AIs in the progress information database, and propose it to the user (summary proposal step); include a prompt selected from the prompt database and the result of the manuscript creation request in review request information, request any of the plurality of generation AIs to review the result of the manuscript creation request, store the result of the review request received from any of the plurality of generation AIs in the progress information database, and propose it to the user (review proposal step), and the review proposal stepsaid review request an article creation support method including: receiving a correction request based on the result from the user, requesting one of the plurality of generation AIs to correct the manuscript, storing the correction result received from one of the plurality of generation AIs in the progress information database and proposing it to the user, wherein the title suggestion step and the summary suggestion step include requesting one of the plurality of generation AIs to correct the title and the summary based on the correction result, storing the correction result received from one of the plurality of generation AIs in the progress information database and proposing it to the user.

[0009] According to one aspect of the present disclosure, there is provided an article creation support program for supporting the creation of a document including a manuscript, a title, and an abstract based on material information input by a user, the article creation support program including a prompt selected from a prompt database and the material information included in manuscript creation request information. multiple A request is made to one of the plurality of generation AIs to create the manuscript, and a result of the manuscript creation request is received from one of the plurality of generation AIs. through the prompt selected from the prompt database and the result of the manuscript creation request in a progress information database and propose it to the user; include the prompt selected from the prompt database and the result of the manuscript creation request in title creation request information, request one of the multiple generation AIs to create the title, store the result of the title creation request received from one of the multiple generation AIs in the progress information database and propose it to the user; include the prompt selected from the prompt database and the result of the manuscript creation request in summary creation request information, request one of the multiple generation AIs to create the summary, store the result of the summary creation request received from one of the multiple generation AIs in the progress information database and propose it to the user; include the prompt selected from the prompt database and the result of the manuscript creation request in review request information, request one of the multiple generation AIs to review the result of the manuscript creation request, store the result of the review request received from one of the multiple generation AIs in the progress information database and propose it to the user; saidReview request A article creation support program that causes a computer to execute a process of receiving a correction request based on results from the user, requesting correction of the manuscript from any of the plurality of generation AIs, storing in the progress information database and proposing to the user a correction result received from any of the plurality of generation AIs, and based on the correction result, requesting correction of the title and the abstract from any of the plurality of generation AIs, and storing in the progress information database and proposing to the user a correction result received from any of the plurality of generation AIs.

Effect of the Invention

[0010] According to the present disclosure, it is possible to provide an article creation support device, an article creation support program, and an article creation support method that can support a series of operations related to article creation.

[0011] Note that the above effects are merely exemplary for convenience of explanation, and the effects according to the present disclosure are not limited to the above. In addition to the above effects, according to the present disclosure, any effects described in the present disclosure can be achieved.

Brief Description of the Drawings

[0012]

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Mode for Carrying Out the Invention

[0013] Hereinafter, with reference to the drawings, the article creation support device of the present disclosure and an article creation support system having the same will be described in detail. Note that the present disclosure is not limited to the content described below, and can be arbitrarily modified and implemented without changing the gist. In addition, the drawings used in the embodiments schematically show each device according to the present disclosure and an article creation support device and an article creation support system having the same, and partial emphasis, enlargement, reduction, or omission, etc. are performed to deepen understanding, and the scale, shape, etc. of each component may not accurately represent the actual situation. Furthermore, some of the numerical values used in the embodiments are all examples and can be changed variously as needed. And the same reference numerals are assigned to the common configurations in the drawings.

[0014] <Overview of the Article Creation Support System> The article creation support device of the present disclosure and an article creation support system having the same are used, for example, when supporting a user who creates an article including at least a manuscript, a title, and an abstract. That is, when the user uses software or an application (app) provided by a service provider, the service of article creation support by the article creation support device and the article creation support system will be provided.

[0015] In particular, in the article creation support system, a generative artificial intelligence (hereinafter also referred to as generative AI), which is a trained model generated by performing predetermined machine learning, is used. More specifically, in the article creation support system, when the article creation support device receives material information from the user, the generation of a manuscript, a title, and a summary using the generative AI, and the review of the manuscript are performed. In addition, in the article creation support system, according to the review result, the manuscript, the title, and the summary are also corrected using the generative AI. In particular, in the article creation support system, at the time of the correction, a mechanism is adopted such that each correction can be performed in conjunction with the review result.

[0016] While referring to FIG. 1, the outline of the article creation support system of the present disclosure will be described. Here, FIG. 1 is a schematic diagram of article creation support by the article creation support system according to the present embodiment. In particular, in FIG. 1, in the article creation support service provided by the service provider who manages the article creation support device, the processing from when the user provides material information to when the proposed article is corrected is shown.

[0017] First, as shown in FIG. 1, by the user using his or her own user terminal device, the material information used for article creation is transmitted to the article creation support device. Thereafter, the article creation device transmits the material information to the first AI server device and requests the creation of a manuscript (main text / document) that constitutes the article. In the first AI server device, the generative AI for creating the manuscript functions to generate the manuscript, and the manuscript is transmitted to the user terminal device via the article creation support device. As a result, the user can confirm the manuscript output to the user terminal device. Here, it is assumed that the generative AI installed in the first AI server device is a trained model that is good at article creation and review implementation.

[0018] Next, the article creation support device transmits the received manuscript to the first AI server device and requests the creation of a title or summary that constitutes the article, or the review of the manuscript. In the first AI server device, a generation AI for creating a title or summary or reviewing the manuscript functions, and generation processing or review processing is performed. Thereafter, the title, summary, and review results are transmitted to the user terminal device via the article creation support device. As a result, the user can check the title, summary, and review results output to the user terminal device.

[0019] Next, when the user uses their user terminal device, a correction request taking into account the review results is transmitted to the article creation support device. Thereafter, the article creation support device transmits the correction information included in the correction request to the first AI server device and requests the correction of the manuscript. In the first AI server device, a generation AI for creating a manuscript functions, and the manuscript is corrected (i.e., a new manuscript is created). Then, the correction results are transmitted to the user terminal device via the article creation support device. As a result, the user can check the correction results (new manuscript) output to the user terminal device.

[0020] To select a generative AI that creates and reviews the above-mentioned manuscript, title, and abstract, before transmitting the material information to the first AI server device, the article creation support device transmits a selection request including the material information to the second AI server device. Here, it is assumed that the second AI server device is implemented with a generative AI that is a pre-trained model specialized in AI selection and prompt generation rather than article creation. Based on the selection request, the second AI server device generates an AI selection result including information on the first AI server device that is proficient in article creation, and transmits the AI selection result to the article creation support device. Thereby, the article creation support device can determine the destination to which it requests the creation of the manuscript, title, and abstract and the implementation of the review according to the type of material included in the material information. Note that the article creation support device may uniquely determine the destination to which it requests the creation of the manuscript, title, and abstract and the implementation of the review based on the content (manuscript, abstract, title) of the article to be generated, the content of the review, the material information, or other information. That is, regardless of the selection result of the second AI server device, the first AI server device may be determined as the destination, or the destination may be determined by the user's selection.

[0021] In addition, when providing the manuscript, title, abstract, and review result to the user, in order to provide an additional prompt for further exploring each content, the article creation support device transmits the progress information until each content is provided to the user to the second AI server device. Here, the progress information includes not only information related to the manuscript, title, abstract, and review result, but also various information that the user has interacted with the first AI server device via the article creation support device. Based on the progress information, the second AI server device generates an additional prompt to be requested to the first AI server device, and transmits the generated additional prompt to the article creation support device. Thereby, the article creation support device provides an additional prompt to the user according to the creation of the manuscript, title, and abstract and the review result, and it becomes possible for the user to easily request further exploration of each content. Note that the request for further exploration includes requesting investigation or examination from various viewpoints regarding the manuscript, title, abstract, and review result.

[0022] In this embodiment, the article creation support system includes, as an example, a first AI server device and a second AI server device, separately from the article creation support device which is a management device on the service provider side that provides article creation support services. However, the article creation support device in this disclosure may be any device capable of executing the processing related to the article creation support as described above, and may include a first AI server device, a second AI server device, or other AI server devices. That is, the article creation support device in this disclosure may include an AI server device managed by a service provider or other business operators. In other words, the article creation support device in this disclosure can preferably function as an article creation support device regardless of whether it is another server device, a user terminal device included in the article creation support system, another terminal device other than the user terminal device, or a combination thereof.

[0023] In this disclosure, a "user" is a person who creates an article based on some material, and is a person who executes predetermined article creation using the system (program or method) provided by the service provider. In the following embodiments, it is assumed that an article is created for broadcasting in a television station or a radio station, the web (Web: World Wide Web), a newspaper, publishing, or advertisement content, but it is not limited thereto. The article creation support device in this disclosure can be used for creating all articles such as reports, proposals, plans, papers, and apology letters, for example. In particular, the article creation support device in this disclosure has functions specialized in the fields of newspapers, publishing, or advertisements, which are fields that use articles including manuscripts, titles, and summaries, and in which it is preferable to feedback and correct review results.

[0024] In this disclosure, an "article" is not merely composed of a simple text body, but is a word including a manuscript (text body·article), a title, and a summary. However, according to the user's request, either the title or the summary may be excluded, or other additional content (for example, a slug) may be included.

[0025] In the present disclosure, "material information" is information used to create a manuscript, a title, and an abstract. For example, as "material information", any information and data such as information from other articles, memo information, voice information, image information, photo information, video information, etc. can be used. That is, "material information" is information that is essential for determining the content of the generated article.

[0026] Regarding the application destinations of the article creation support device and the article creation support system of the present disclosure, in the following embodiments, they are described in particular with respect to the fields of mass media such as newspapers, publications, or advertisements, but are not limited thereto. For example, the application fields of the article creation support device and the article creation support system may be the marketing industry, the consulting industry, or general manufacturing, sales, or service industries.

[0027] <Configuration of the Article Creation Support System> Next, while referring to FIG. 2, the schematic configuration of the article creation support system according to the present embodiment will be described. FIG. 2 is a conceptual diagram schematically showing the configuration of the article creation support system 1 according to the present embodiment. As shown in FIG. 2, the article creation support system 1 includes an article creation support device 20 managed by an article creation support service provider, a first AI server device 30a and a second AI server device 30b managed by a generation AI service provider, and a user terminal device 40 used by a user. And in the article creation support system 1, the article creation support device 20, the first AI server device 30a, the second AI server device 30b, and the user terminal device 40 are communicably connected through the Internet.

[0028] In the example of Fig. 2, only one article creation support device 20 and one user terminal device 40 are described, but of course, it is possible to include two or more of each device. Also, as the server on which the generation AI is implemented, in the example of Fig. 2, only two, the first AI server device 30a and the second AI server device 30b, are described, but it is possible to include three or more of each AI server device. Further, some functions of the first AI server device 30a and the second AI server device 30b may be added to the article creation support device 20, which is a server on the service provider side, and it may be configured as one server device.

[0029] And the first AI server device 30a and the second AI server device 30b have different generation AIs implemented, but other general configurations are the same. In the following, when not distinguishing either the first AI server device 30a or the second AI server device 30b, it may be described as the AI server device 30.

[0030] (Configuration of the article creation support device) Next, with reference to Fig. 3, the specific configuration of the article creation support device 20 according to this embodiment will be described. Here, Fig. 3 is a block diagram showing the electrical configuration of the article creation support device 20 according to this embodiment. The article creation support device 20 does not necessarily have to include all of the components shown in Fig. 3, and it is possible to have a configuration in which some are omitted, or to add other components.

[0031] The article creation support device 20 typically includes a device capable of wireless communication represented by a large computer, but is of course not limited to only such a device. For example, as such a device, a feature phone, a portable information terminal, a PDA, a smartphone, a desktop personal computer, a laptop personal computer, a portable game machine, a stationary game machine, etc., as long as it is a device capable of executing the program according to the present disclosure, any of them can be suitably applied. Also, the article creation support device 20 does not necessarily have to include what is shown in Fig. 3 in a single housing, and it is also possible to distribute each component and process of the article creation support device 20 to a plurality of server devices or cloud server devices.

[0032] As shown in FIG. 3, the article creation support apparatus 20 includes an output interface 21, a processor 22, a memory 23 including a RAM, a ROM, or a non-volatile memory (in some cases, an HDD), a communication interface 24 including a communication processing circuit 24a and an antenna 24b, and an input interface 25 including a mouse 25a and a hard key 25b. And these respective components are electrically connected to each other via a control line and a data line.

[0033] The output interface 21 has a function of outputting various displays output by executing a program according to an instruction of the processor 22 to devices such as a display and a printer. The display is composed of, for example, a liquid crystal display, an organic EL display, or an electronic paper.

[0034] The processor 22 is composed of a CPU (Central Processing Unit) or a GPU (Graphics Processing Unit), and has a function of controlling other connected components based on various programs stored in the memory 23. Specifically, the processor 22 reads out and executes a program for executing information processing according to the present disclosure and a program for executing an OS from the memory 23. In the present embodiment, the processor 22 particularly executes each process shown in the flow of FIG. 7 and each process described in the sequences of FIGS. 8, 11, 14, 16, 18, 20, and 22. Note that the processor 22 may be composed of a single CPU or GPU, or may be composed of a combination of a plurality of CPUs and GPUs.

[0035] The memory 23 is composed of a ROM, a RAM, a non - volatile memory, an HDD, etc., and functions as a storage unit. The ROM stores, as a program, instruction commands for executing the application and the OS according to the present disclosure. The RAM is used for writing and reading data while the program stored in the ROM is being processed by the processor 22. The non - volatile memory is a memory in which writing and reading of data are executed by the execution of the program, and the data written therein is stored even after the execution of the program ends.

[0036] In the present embodiment, the memory 23 stores, in particular, programs for executing each process shown in the flow of FIG. 7 and each process described in the sequences of FIGS. 8, 11, 14, 16, 18, 20, and 22, and the like.More specifically, the program is an article creation support program that supports the creation of a text including a manuscript, a title, and a summary based on material information input by a user. The program includes a prompt selected from a prompt database and the material information in a manuscript creation request message, requests any of the plurality of generation AIs to create the manuscript, stores the result of the manuscript creation request received from any of the plurality of generation AIs in the progress information database, and proposes it to the user. The program includes a prompt selected from the prompt database and the result of the manuscript creation request in a title creation request message, requests any of the plurality of generation AIs to create the title, stores the result of the title creation request received from any of the plurality of generation AIs in the progress information database, and proposes it to the user. The program includes a prompt selected from the prompt database and the result of the manuscript creation request in a summary creation request message, requests any of the plurality of generation AIs to create the summary, stores the result of the summary creation request received from any of the plurality of generation AIs in the progress information database, and proposes it to the user. The program includes a prompt selected from the prompt database and the result of the manuscript creation request in a review request message, requests any of the plurality of generation AIs to review the result of the manuscript creation request, stores the result of the review request received from any of the plurality of generation AIs in the progress information database, and proposes it to the user. The program receives a correction request based on the review result from the user, requests any of the plurality of generation AIs to correct the manuscript, stores the correction result received from any of the plurality of generation AIs in the progress information database, and proposes it to the user. Based on the correction result, the program requests any of the plurality of generation AIs to correct the title and the summary, stores the correction result received from any of the plurality of generation AIs in the progress information database, and proposes it to the user, and causes a computer, i.e., an article creation support device 20 (that is, a processor 22), to execute the processing.Also, in the present embodiment, the memory 23 stores various types of information received in the sequences of FIGS. 11, 14, 16, 18, 20, and 22.

[0037] The communication interface 24 functions as a communication unit that transmits and receives information to and from the AI server device 30 (the first AI server device 30a and the second AI server device 30b), the user terminal device 40, other AI server devices, or other terminal devices that are remotely installed via the communication processing circuit 24a and the antenna 24b. The communication interface 24 performs processes for transmitting and receiving information from the AI server device 30, the user terminal device 40, other AI server devices, or other terminal devices according to the progress of the process, such as programs and various types of information used in the article creation support system 1.

[0038] The communication processing circuit 24a performs processing based on a broadband wireless communication method represented by the LTE method, but can also perform processing based on a method related to narrowband wireless communication such as wireless LAN represented by IEEE802.11 or a method related to Bluetooth (registered trademark), or a method related to non-contact wireless communication. Also, instead of or in addition to wireless communication, wired communication can be used.

[0039] The input interface 25 is composed of a mouse 25a, hard keys 25b, etc., and has a function of receiving instruction inputs related to the execution of the program according to the present embodiment, operation inputs for registering various types of information, etc. Instead of the mouse 25a, a touch panel or the like may be provided, and as the touch panel method, known methods such as a resistive film method, a capacitive coupling method, and an ultrasonic surface acoustic wave method can be used.

[0040] (Configuration of the AI Server Device) Next, while referring to FIG. 4, a specific configuration of the AI server device 30 according to the present embodiment will be described. Here, FIG. 4 is a block diagram showing the electrical configuration of the first AI server device 30a and the second AI server device 30b according to the present embodiment. Note that the AI server device 30 does not necessarily have to include all the components shown in FIG. 4, and it is possible to adopt a configuration in which some components are omitted, or to add other components.

[0041] The AI server device 30 typically includes a wireless communication-capable device typified by a large computer, but is not limited to only such a device. For example, as such a device, any device capable of executing the program according to the present disclosure, such as a feature phone, a portable information terminal, a PDA, a smartphone, a desktop personal computer, a laptop personal computer, a portable game machine, or a stationary game machine, can be preferably applied. Also, the AI server device 30 does not necessarily have to be provided in a single housing with what is shown in FIG. 4, and it is also possible to distribute each component and process of the AI server device 30 to a plurality of server devices or cloud server devices.

[0042] As shown in FIG. 4, the AI server device 30 has a communication interface 34 including a processor 32, a memory 33 including a RAM, a ROM, or a nonvolatile memory (in some cases, an HDD), a communication processing circuit 34a, and an antenna 34b. And these respective components are electrically connected to each other via control lines and data lines.

[0043] The processor 32 is composed of a CPU (Central Processing Unit) or a GPU (Graphics Processing Unit), and has a function of controlling other connected components based on various programs stored in the memory 33. Specifically, the processor 32 reads out and executes a program for executing the OS from the memory 33, and manages various services on the web via the AI server device 30. In the present embodiment, the processor 32 particularly executes each process shown in the flow of FIG. 7, and each process described in the sequences of FIGS. 8, 11, 14, 16, 18, 20, and 22. More specifically, the processor 32 executes a program related to the generation AI stored in the memory 33. Note that the processor 32 may be composed of a single CPU or GPU, or may be composed by combining a plurality of CPUs and GPUs.

[0044] The memory 33 is composed of a ROM, a RAM, a non-volatile memory, an HDD, etc., and functions as a storage unit. The ROM stores an instruction command for executing the OS as a program. The RAM is used for writing and reading data while the program stored in the ROM is being processed by the processor 32. The non-volatile memory is a memory in which writing and reading of data are executed by the execution of the program, and the data written therein is saved even after the execution of the program ends.

[0045] In this embodiment, the memory 33 stores, in particular, programs for executing each process shown in the flow of FIG. 7 and each process described in the sequences of FIGS. 8, 11, 14, 16, 18, 20, and 22. More specifically, the memory 33 executes a program related to generative AI. Here, the program related to generative AI is a program that, when receiving any input information, performs a process of generating various contents such as text, images, voice, music, videos, etc. based on the learned information. In this embodiment, based on the generative AI, processes such as creating a manuscript, title, summary, slug that make up an article, reviewing the manuscript, selecting other generative AIs, and generating prompts are performed.

[0046] The communication interface 34 functions as a communication unit that transmits and receives information to and from the article creation support device 20, user terminal device 40, or other terminal devices installed remotely via the communication processing circuit 34a and the antenna 34b. The communication interface 34 performs processes for transmitting and receiving information from the article creation support device 20, user terminal device 30, or other terminal devices as the progress of the process requires, such as programs and various information used in the article creation support system 1.

[0047] The communication processing circuit 34a performs processing based on a broadband wireless communication method represented by the LTE method, but it is also possible to perform processing based on a method related to narrowband wireless communication such as wireless LAN represented by IEEE802.11 or Bluetooth (registered trademark), or a method related to non-contact wireless communication. Also, instead of or in addition to wireless communication, it is possible to use wired communication.

[0048] (Configuration of User Terminal Device) Next, while referring to FIG. 5, the specific configuration of the user terminal device 40 according to this embodiment will be described. Here, FIG. 5 is a block diagram showing the electrical configuration of the user terminal device 40 according to this embodiment. The user terminal device 40 does not necessarily have to include all the components shown in FIG. 5, and it is possible to adopt a configuration in which some are omitted, or it is also possible to add other components.

[0049] The user terminal device 40 typically includes a wirelessly communicable terminal device typified by a mobile information terminal, but is not of course limited to such a device. For example, as the terminal device, a smartphone, a feature phone, a notebook PC, a PDA, a laptop personal computer, a desktop personal computer, a portable game machine, a stationary game machine, a VR (Virtual Reality) head device, an AR (Augmented Reality) glass, etc. can be preferably applied as long as it is a device capable of executing the program according to the present disclosure. Further, when a plurality of user terminal devices 40 can communicate with the article creation support device 20, each of the user terminal devices 40 does not necessarily have to be always the same type or the same terminal device, and may be different types of terminal devices from each other. That is, the type of the terminal used by each user may be different, and further, one user may use a plurality of terminals of different types.

[0050] As shown in FIG. 5, the user terminal device 40 includes an output interface 41 including a speaker 41a and a display 41b, a processor 42, a memory 43 including a RAM, a ROM, or a nonvolatile memory (in some cases, an HDD), etc., a communication interface 44 including a communication processing circuit 44a and an antenna 44b, and an input interface 45 including a touch panel 45a and a microphone 45b. And these respective components are electrically connected to each other via a control line and a data line.

[0051] The output interface 41 has a function of outputting sound from the speaker 41a connected to the control line by wire in response to an instruction from the processor 42. Further, the output interface 41 has a function of outputting various displays output by executing the program according to the present disclosure from the display 41b. Note that the display 41b may be composed of, for example, a liquid crystal display, an organic EL display, or an electronic paper, etc., and may be a display separate from the user terminal device 40.

[0052] The processor 42 is composed of a CPU (Central Processing Unit) or a GPU (Graphics Processing Unit), and functions as a control unit that controls other connected components based on various programs stored in the memory 43. Specifically, the processor 42 reads out and executes programs for executing the software according to this embodiment and programs for executing the OS from the memory 43. In particular, the processor 42 executes each process shown in the flow of FIG. 7 and each process described in the sequences of FIGS. 8, 11, 14, 16, 18, 20, and 22. Note that the processor 42 may be composed of a single CPU or GPU, or may be configured by combining a plurality of CPUs and GPUs.

[0053] The memory 43 is composed of a ROM, a RAM, a non-volatile memory, an HDD, etc., and functions as a storage unit. The ROM stores, as programs, instruction commands for executing the applications and the OS according to this disclosure. The RAM is used for writing and reading data while the programs stored in the ROM are being processed by the processor 42. The non-volatile memory is a memory in which writing and reading of data are executed by the execution of the program, and the data written therein is stored even after the execution of the program ends. In this embodiment, the memory 43 stores, in particular, programs for executing each process shown in the flow of FIG. 7 and each process described in the sequences of FIGS. 8, 11, 14, 16, 18, 20, and 22.

[0054] The communication interface 44 functions as a communication unit that transmits and receives information to and from a remotely installed article creation support device 20, an AI server device 30, other AI server devices, or other terminal devices via a communication processing circuit 44a and an antenna 44b. The communication interface 44 performs processes for transmitting and receiving information from the article creation support device 20, the AI server device 30, other AI server devices, or other terminal devices in accordance with the progress of the process, such as programs and various information used in the article creation support system 1. In the present embodiment, in particular, material information is transmitted to the article creation support device 20, and manuscript information is received from the article creation support device 20.

[0055] The communication processing circuit 44a performs processing based on a broadband wireless communication method represented by the LTE method, but can also perform processing based on a method related to narrowband wireless communication such as a wireless LAN represented by IEEE802.11 or a method related to Bluetooth (registered trademark), or a method related to non-contact wireless communication. Also, instead of or in addition to wireless communication, wired communication can be used.

[0056] The input interface 45 is composed of a touch panel 45a, a microphone 45b, hard keys, etc. (not shown), and has a function of receiving instruction inputs related to the execution of the program according to the present embodiment, operation inputs for registering various information, etc. The touch panel 45a is arranged to cover the output interface 41, and transmits information on the position coordinates corresponding to the image data output from the output interface 41 to the display 41b to the processor 42. As the touch panel method, a known method such as a resistive film method, a capacitance coupling method, or a surface acoustic wave method can be used. In the present embodiment, the touch panel 45a detects a swipe operation or a tap operation on each icon or the like displayed on the output interface 41 by an indicator. Note that in the present embodiment, the input interface 45 provided in the user terminal device 40 is used, but for example, an input interface wirelessly or wiredly connected to a main body including a processor 42 or the like, such as a mouse, can also be used.

[0057] Also, the microphone 45b is a general microphone that receives the voice uttered by the user and converts it into an electrical signal. The type of the microphone 45b is a known type such as a dynamic microphone type, a condenser type, or a ribbon type. Further, the microphone 45b is not limited to the built-in type, and may be an external type for the user terminal device 40.

[0058] <Functional Configuration of Article Creation Support System> Next, while referring to FIG. 6, the functional configurations of the article creation support system 1, the article creation support device 20, the first AI server device 30a, the second AI server device 30b, and the user terminal device 40 according to the present embodiment will be described. Here, FIG. 6 is a functional block diagram related to the article creation support process of the article creation support system 1 according to the present embodiment.

[0059] As shown in FIG. 6, the article creation support device 20 has a communication unit 26, a storage unit 27, and a control unit 28 in order to execute various processes according to the present embodiment. The communication unit 26 functions by the processor 22 in FIG. 3 executing a predetermined program stored in the memory 23 and controlling the communication interface 24 and the communication processing circuit 24a. Further, the storage unit 27 functions by the processor 22 writing various information to the memory 23. Further, the control unit 28 functions by the processor 22 in FIG. 3 executing a predetermined program stored in the memory 23.

[0060] Also, as shown in FIG. 6, the storage unit 27 includes a user database 27a (hereinafter referred to as user DB 27a), a prompt database 27b (hereinafter referred to as prompt DB 27b), a progress information database 27c (hereinafter referred to as progress information DB 27c), and an AI selection database 27d (hereinafter referred to as AI selection DB 27d). Further, the control unit 28 includes a manuscript proposal unit 28a, a title proposal unit 28b, a summary proposal unit 28c, a slug proposal unit 28d, a review proposal unit 28e, an additional prompt proposal unit 28f, and a material determination unit 28g.

[0061] The user DB 27a stores various information of users who have entered into a contract regarding article creation support with the service provider. For example, the user DB 27a stores information such as the user's identification ID, login password, name, address, contract plan, etc.

[0062] The prompt DB 27b stores a plurality of prompts which are commands for prompting the operation of the generation AI of each AI server device. That is, the prompt DB 27b stores a plurality of prompts corresponding to each of the generation AIs. For example, the prompt DB 27b stores prompts for prompting the creation of manuscripts, titles, summaries, and slugs, as well as the implementation of reviews. More specifically, the prompt for manuscript creation may be specialized for creating reading manuscripts for the web, news manuscripts for newspapers, news manuscripts for TV broadcasts, or manuscripts for service introduction examples. Also, the prompt for title creation may be specialized for creating attractive titles that are easy to read in news apps. Furthermore, the prompt for summary creation may be specialized for creating summaries of about two sentences, summaries that comprehensively cover the overall picture of the article, or summaries that present questions or the like. And the prompt for slug creation may be specialized for creating URL slugs while translating the article title into English. In addition, the prompt for review implementation may be specialized for reviews that evaluate the manuscript from multiple perspectives, reviews on whether the tone and style of the manuscript are consistent, reviews of points that are likely to go viral, or reviews of typos and omissions. These prompts will be appropriately created and stored at any timing by the service provider who is the administrator of the article creation support device 20.

[0063] In addition, the prompt DB27b also stores prompts for requesting the creation of additional prompts for the generative AIs of each AI server device. An additional prompt is a prompt for further in-depth exploration of the output provided by the generative AI in consideration of the interaction between the user and the generative AI up to that point. Furthermore, the prompt DB27b also stores prompts used for requests to select a generative AI that can provide an optimal output corresponding to the user's request. For example, the prompt DB27b may store prompts that can prompt the selection of a generative AI specialized in creating each of the manuscript, title, summary, and slug, the selection of a generative AI specialized in conducting reviews, or the selection of a generative AI specialized in creating additional prompts. Note that the prompts stored in the prompt DB27b are not limited to the above, and various prompts related to article creation and its processing are stored in the prompt DB27b.

[0064] The progress information DB27c stores the material information provided by the user using the user terminal device 40 and the progress information related to the articles created in the past or the article being created currently. That is, the progress information DB27c stores information related to the results of various processes from when the user requests article creation until the article is completed. This information is associated with the user stored in the user DB, and it is stored in such a way that it is possible to grasp which user has performed what kind of article generation.

[0065] The AI selection DB27d stores information on a plurality of AI server devices on which generative AIs are implemented. For example, the AI selection DB27d stores the names of the generative AIs implemented in the first AI server device 30a and the second AI server device 30b, the URLs of the access destinations, information on what kind of generation they are good at, and so on. Naturally, it is not limited to the information of the first AI server device 30a and the second AI server device 30b, and information on other AI server devices and the generative AIs implemented therein is also stored.

[0066] The material determination unit 28g determines the type of the material information received from the user terminal device 40. Further, the material determination unit 28g stores the material information in the progress information database together with the determined type. Here, the content of the type may be an article, a memo, an image, audio, video, a document, data, and others, and the content of the type can be appropriately changed by the service provider.

[0067] The manuscript proposal unit 28a performs a manuscript creation request process based on the material information received from the user terminal device 40, and performs a process for proposing the manuscript information received from the AI server device 30 to the user. More specifically, the manuscript proposal unit 28a includes the prompt for manuscript creation request selected from the material information and the prompt DB 27b in the manuscript creation request information, and requests any one of a plurality of generation AIs (in this embodiment, the first AI server device 30a) to create a manuscript. Further, the manuscript proposal unit 28a stores the manuscript information, which is the result of the manuscript creation request received from the generation AI, in the progress information database 27c, and proposes the manuscript information to the user via the user terminal device 40.

[0068] In addition, the manuscript proposal unit 28a makes an AI selection request to the AI server device 30 (in this embodiment, the second AI server device 30b) to determine the AI server device (destination of the request) for requesting the creation of a manuscript according to the type of the material information. At this time, the manuscript proposal unit 28a may include the type of the manuscript for which the creation request is made in addition to the type of the material information in the AI selection request information so as to be a selection material. Further, the manuscript proposal unit 28a determines the destination of the request for creating a manuscript based on the AI information, which is the result of the selection request process received from the AI server device 30, and performs the above-described manuscript creation request process.

[0069] The review proposal unit 28e performs review request processing based on the manuscript information that is the result of the manuscript creation request, and performs processing to propose the review information received from the AI server device 30 to the user. More specifically, the review proposal unit 28e includes the predetermined manuscript information extracted from the progress information DB 27c and the prompt for review creation request selected from the prompt DB 27b in the review creation request information, and requests a manuscript review from any one of the plurality of generation AIs (in the present embodiment, the first AI server device 30a). In addition, the review proposal unit 28e stores the review information that is the result of the review request received from the generation AI in the progress information DB 27c, and proposes the review information to the user via the user terminal device 40. Here, the manuscript information and the review information stored in the progress information DB 27c are stored in association with each other.

[0070] In addition, the review proposal unit 28e receives a correction request from the user based on the review result, performs manuscript correction request processing based on the correction information included in the correction request, and performs processing to propose the correction result received from the AI server device 30 to the user. More specifically, the review proposal unit 28e includes the correction information and the prompt for correction request selected from the prompt DB 27b in the correction request information, and requests correction of the manuscript from any one of the plurality of generation AIs (in the present embodiment, the first AI server device 30a). In addition, the review proposal unit 28e stores the correction result that is the result of the correction request received from the generation AI in the progress information DB 27c, and proposes the correction result to the user via the user terminal device 40. Here, the manuscript information and the correction result stored in the progress information DB 27c are stored in association with each other.

[0071] The title proposal unit 28b performs title creation request processing based on the manuscript information that is the result of the manuscript creation request, and performs processing for proposing the title information received from the AI server device 30 to the user. More specifically, the title proposal unit 28b includes the predetermined manuscript information extracted from the progress information DB and the prompt for title creation request selected from the prompt DB 27b in the title creation request information, and requests any one of the plurality of generation AIs (in this embodiment, the first AI server device 30a) to create a title. In addition, the title proposal unit 28b stores the title information that is the result of the title creation request received from the generation AI in the progress information DB 27c, and proposes the title information to the user via the user terminal device 40. Here, the manuscript information and the title information stored in the progress information DB 27c are stored in a linked manner.

[0072] In addition, the title proposal unit 28b performs title creation request processing again based on the above-described manuscript correction result, and performs processing for proposing the title correction information received from the AI server device 30 to the user. More specifically, the title proposal unit 28b includes the manuscript correction information extracted from the progress information DB 27c and the prompt for title creation request selected from the prompt DB 27b in the title creation request information, and requests any one of the plurality of generation AIs (in this embodiment, the first AI server device 30a) to correct the title. In addition, the title proposal unit 28b stores the title correction information that is the result of the title correction request received from the generation AI in the progress information DB 27c, and proposes the title correction information to the user via the user terminal device 40. Here, the manuscript information and the title correction information stored in the progress information DB 27c are stored in a linked manner.

[0073] The summary proposal unit 28c performs a summary creation request process based on the manuscript information that is the result of the manuscript creation request, and performs a process for proposing the summary information received from the AI server device 30 to the user. More specifically, the summary proposal unit 28c includes the predetermined manuscript information extracted from the progress information DB 27c and the prompt for the summary creation request selected from the prompt DB 27b in the summary creation request information, and requests any one of a plurality of generation AIs (in this embodiment, the first AI server device 30a) to create a summary. Further, the summary proposal unit 28c stores the summary information that is the result of the summary creation request received from the generation AI in the progress information DB 27c, and proposes the summary information to the user via the user terminal device 40. Here, the manuscript information and the summary information stored in the progress information DB 27c are stored in a linked manner.

[0074] In addition, the summary proposal unit 28c performs the summary creation request process again based on the above-described manuscript correction result, and performs a process for proposing the summary correction information received from the AI server device 30 to the user. More specifically, the summary proposal unit 28c includes the manuscript correction information extracted from the progress information DB 27c and the prompt for the summary creation request selected from the prompt DB 27b in the summary creation request information, and requests any one of a plurality of generation AIs (in this embodiment, the first AI server device 30a) to correct the summary. Further, the summary proposal unit 28c stores the summary correction information that is the result of the summary correction request received from the generation AI in the progress information DB 27c, and proposes the summary correction information to the user via the user terminal device 40. Here, the manuscript information and the summary correction information stored in the progress information DB 27c are stored in a linked manner.

[0075] The slug proposal unit 28d performs slug creation request processing based on the manuscript information that is the result of the manuscript creation request, and performs processing for proposing the slug information received from the AI server device 30 to the user. More specifically, the slug proposal unit 28d includes the predetermined manuscript information extracted from the progress information DB 27c and the prompt for slug creation request selected from the prompt DB 27b in the slug creation request information, and requests any one of the plurality of generation AIs (in this embodiment, the first AI server device 30a) to create a slug. In addition, the slug proposal unit 28d stores the slug information that is the result of the slug creation request received from the generation AI in the progress information DB 27c, and proposes the slug information to the user via the user terminal device 40. Here, the manuscript information and the slug information stored in the progress information DB 27c will be stored in association with each other.

[0076] In addition, the slug proposal unit 28d performs slug creation request processing again based on the above-described manuscript correction result, and performs processing for proposing the slug correction information received from the AI server device 30 to the user. More specifically, the slug proposal unit 28d includes the manuscript correction information extracted from the progress information DB 27c and the prompt for slug creation request selected from the prompt DB 27b in the slug creation request information, and requests any one of the plurality of generation AIs (in this embodiment, the first AI server device 30a) to correct the slug. In addition, the slug proposal unit 28d stores the slug correction information that is the result of the slug correction request received from the generation AI in the progress information DB 27c, and proposes the slug correction information to the user via the user terminal device 40. Here, the manuscript information and the slug correction information stored in the progress information DB 27c will be stored in association with each other.

[0077] Note that, similar to the manuscript proposal unit 28a, the title proposal unit 28b, the abstract proposal unit 28c, the slug proposal unit 28d, and the review proposal unit 28e may perform AI selection request processing to determine an AI server device (destination) that requests a title, abstract, slug, or review according to the content to be proposed (title, abstract, slug, review). However, the title proposal unit 28b, the abstract proposal unit 28c, the slug proposal unit 28d, and the review proposal unit 28e may uniquely determine the destination according to the content to be proposed, or may set the AI server device selected by the user as the destination.

[0078] The additional prompt proposal unit 28f performs slug creation request processing based on the progress information related to the article creation process, and performs processing for proposing additional prompt information, which is the creation result received from the AI server device 30, to the user. More specifically, the additional prompt proposal unit 28f includes the progress information (information related to the interaction between the user and the generation AI until just before) extracted from the progress information DB 27c and the prompt for additional prompt creation request selected from the prompt DB 27b in the additional prompt creation request information, and requests any of a plurality of generation AIs (in this embodiment, the first AI server device 30a) to create an additional prompt. In addition, the additional prompt proposal unit 28f proposes the additional prompt information, which is the result of the additional prompt creation request received from the generation AI, to the user via the user terminal device 40. More specifically, the additional prompt proposal unit 28f adds the additional prompt information to the manuscript information, title information, abstract information, slug information, and review information proposed from each part of the control unit, and transmits it to the user terminal device 40.

[0079] In addition, the additional prompt proposal unit 28f refers to the AI selection DB 27d and selects an AI server device 30 (in this embodiment, the second AI server device 30b) suitable for creating an additional prompt. For example, the destination for the additional prompt creation request may be determined according to the manuscript information, title information, abstract information, slug information, and review information to be proposed together with the additional prompt.

[0080] Next, as shown in FIG. 6, the first AI server device 30a has a communication unit 37a and a generation AI 38a in order to execute various processes according to this embodiment. The communication unit 37a functions by the processor 32 in FIG. 4 executing a predetermined program stored in the memory 33 and controlling the communication interface 34 and the communication processing circuit 34a. Further, the generation AI 38a functions by the processor 32 in FIG. 4 executing a predetermined program stored in the memory 33.

[0081] Similarly, the second AI server device 30b has a communication unit 37b and a generation AI 38b in order to execute various processes according to this embodiment. The communication unit 37b functions by the processor 32 in FIG. 4 executing a predetermined program stored in the memory 33 and controlling the communication interface 34 and the communication processing circuit 34a. Further, the generation AI 38a functions by the processor 32 in FIG. 4 executing a predetermined program stored in the memory 33.

[0082] In this embodiment, the generation AI 38a is assumed to be an artificial intelligence that is good at creating manuscripts, titles, abstracts, and slugs, and reviewing manuscripts. On the other hand, the generation AI 38b is assumed to be an artificial intelligence that is good at AI selection and additional prompt creation. Naturally, it is also possible to implement a generation AI, which is an artificial intelligence that is better at these, in other AI server devices and use such other AI server devices.

[0083] Next, as shown in FIG. 6, the user terminal device 40 has a communication unit 47 and an input / output unit 48 in order to execute various processes according to the present embodiment. The communication unit 47 functions by the processor 42 in FIG. 5 executing a predetermined program stored in the memory 43 and controlling the communication interface 44 and the communication processing circuit 44a. Further, the input / output unit 48 functions by the processor 42 in FIG. 5 executing a predetermined program stored in the memory 43 and controlling the output interface 41 and the input interface 45.

[0084] <Information Processing in Article Creation Support System> Next, an outline of the flow of information processing in the article creation support system will be described with reference to FIG. 7. Here, FIG. 7 is a flowchart showing the flow of article creation support in the article creation support system 1 according to the present embodiment. Each process in the flow will be described in detail when explaining FIGS. 8 and later.

[0085] In order to create and acquire a desired article, first, in the article creation support system 1, a folder creation process is performed (S1: folder creation step). This process is particularly executed by the control unit 28 of the article creation support device 20 functioning due to an operation of the user terminal device 40 by the user. Here, a folder is a container for storing the generated articles separately in the progress information DB.

[0086] Next, in the article creation support system 1, a material registration process is performed (S2: material registration step). This process is particularly executed by the material determination unit 28g of the control unit 28 of the article creation support device 20 functioning due to an operation of the user terminal device 40 by the user.

[0087] Next, in the article creation support system 1, content creation processing is performed (S3: content creation step). Regarding this processing, in particular, the control unit 28 of the article creation support device 20 functions based on the operation of the user terminal device 40 by the user, thereby executing it. The content created here is an element for further dividing the folders created in the progress information DB according to the type of article and the like.

[0088] Next, in the article creation support system 1, manuscript creation processing is performed (S4: manuscript creation step). Regarding this processing, in particular, it is executed by the operation of the user terminal device 40 by the user, the manuscript proposal unit 28a of the article creation support device 20, the generation AI 38a of the first AI server device 30a, and the generation AI 38b of the second AI server device 30b functioning. Here, in particular, manuscript creation is performed based on the material information and prompt information selected by the user.

[0089] Next, in the article creation support system 1, title creation processing is performed (S5: title creation step). Regarding this processing, in particular, it is executed by the operation of the user terminal device 40 by the user, the title proposal unit 28b of the article creation support device 20, the generation AI 38a of the first AI server device 30a, and the generation AI 38b of the second AI server device 30b functioning. Here, in particular, title creation is performed based on the manuscript information created by the first AI server device 30a.

[0090] Next, in the article creation support system 1, summary creation processing is performed (S6: summary creation step). Regarding this processing, in particular, it is executed by the operation of the user terminal device 40 by the user, the summary proposal unit 28c of the article creation support device 20, the generation AI 38a of the first AI server device 30a, and the generation AI 38b of the second AI server device 30b functioning. Here, in particular, summary creation is performed based on the manuscript information created by the first AI server device 30a.

[0091] Next, in the article creation support system 1, slug creation processing is performed (S7: slug creation step). This processing is particularly executed by the operation of the user terminal device 40 by the user, and the functions of the slug proposal unit 28d of the article creation support device 20, the generation AI 38a of the first AI server device 30a, and the generation AI 38b of the second AI server device 30b. Here, in particular, slug creation is performed based on the manuscript information created by the first AI server device 30a.

[0092] Next, in the article creation support system 1, review processing is performed (S8: review step). This processing is particularly executed by the operation of the user terminal device 40 by the user, and the functions of the review proposal unit 28e of the article creation support device 20, the generation AI 38a of the first AI server device 30a, and the generation AI 38b of the second AI server device 30b. Here, in particular, review processing is performed based on the manuscript information created by the first AI server device 30a.

[0093] Then, in the article creation support system 1, correction processing is performed (S9: correction step). This processing is particularly executed by the operation of the user terminal device 40 by the user, and the functions of the review proposal unit 28e, the title proposal unit 28b, the summary proposal unit 28c, the slug proposal unit 28d of the article creation support device 20, the generation AI 38a of the first AI server device 30a, and the generation AI 38b of the second AI server device 30b. Here, in particular, various correction processes are performed based on the correction results created by the second AI server device 30b.

[0094] Next, the detailed flow of information processing in the article creation support system 1 according to the present embodiment will be described with reference to FIGS. 8 to 22. Here, FIGS. 8, 11, 14, 16, 18, 20, and 22 are sequence diagrams related to article creation support in the article creation support system according to the present embodiment. FIGS. 9, 10, 12, 13, 15, 17, 19, and 21 are examples of screens displayed on the user terminal device according to the present embodiment.

[0095] (Initial processing) First, on the user terminal device 40, a login process to the service system provided by the article creation support device 20 is performed (Fig. 8: S11). Specifically, the user operates the touch panel 45a of the input interface 45 of the user terminal device 40, and predetermined input information such as the identification ID and password assigned to the user is input. Thereafter, an authentication request including the input information is transmitted from the user terminal device 40 to the article creation support device 20 (Fig. 8: T11).

[0096] Next, in the article creation support device 20, the processor 22 performs an authentication process on the input information included in the authentication request (Fig. 8: S12). Specifically, the processor 22 determines whether the received identification ID and password exist among the user identification ID and password stored in the memory 23 (user DB 27a). If the matching identification ID and password exist, the processor 22 transmits an approval result approving the login process to the user terminal device 40, and if the matching identification ID and password do not exist, the processor 22 transmits an approval result indicating that there is an error in the identification ID or password to the user terminal device 40.

[0097] Next, when the login process is approved, a window 50 of the service system provided by the article creation support device 20 is displayed on the user terminal device 40. Specifically, as shown in FIG. 9, the window 50 of the service system displayed on the display 41b has two display parts 50a and 50b. The display part 50a is provided with a button 51 for starting folder creation and a display part 52 for displaying a list of already created folders. On the other hand, in the display part 50b, the content of the folder selected by the display part 52 is displayed. Specifically, a display part 53 for displaying the folder name, a display part 54 for displaying a list of contents formed in the folder, and a display part 55 for displaying a list of materials stored in the folder are displayed. Also, near the display part 54, a button 56 for starting creation of new content is displayed. Further, near the display part 55, a button 57 for starting addition of new materials is displayed. In FIG. 9, the event article of the display part 52 is selected, and information regarding the event article is displayed in the display part 50b.

[0098] Next, in the user terminal device 40, a process of folder creation request is performed (FIG. 8: S13). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 51 in FIG. 9, a folder creation request is made. Also, after touching the button 51, when necessary information (such as folder name) is input into another input screen displayed on the window 50, the folder creation request progresses. Thereafter, a creation request including folder information is transmitted from the user terminal device 40 to the article creation support device 20 (FIG. 8: T13).

[0099] Next, in the article creation support device 20, the processor 22 creates a new folder in the memory 43 based on the folder information included in the creation request (Fig. 8: S14). That is, a new folder is created in the progress information DB 27c of the storage unit 27 by the process of the control unit 28. When a new folder is created, a new folder name is added to the folder list of the display unit 52 in Fig. 9.

[0100] Next, in the user terminal device 40, the process of the material registration request is performed (Fig. 8: S15). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 57 in Fig. 9, the material registration request is made. After the button 57 is touched, an electronic file serving as a material is uploaded on another input screen displayed in the window 50, and thus the material registration request proceeds. Thereafter, a registration request including the material information (uploaded electronic file) is transmitted from the user terminal device 40 to the article creation support device 20 (Fig. 8: T14).

[0101] Next, in the article creation support device 20, the processor 22 determines the type of the material information included in the registration request, and the material determination process is started (Fig. 8: S16). Specifically, the processor 22 checks the type of the uploaded electronic file. That is, the material determination unit 28g of the control unit 28 functions to determine whether the uploaded material is a document, a memo, an image, audio, a video, or the like.

[0102] Next, in the article creation support device 20, the processor 22 registers the material in the memory 43 together with its type, and the material registration process is performed (Fig. 8: S17). That is, new material information is stored in the progress information DB 27c of the storage unit 27 by the process of the material determination unit 28g of the control unit 28. When new material information is registered, a new material name and the like are added to the list of materials in the display unit 55 in Fig. 9.

[0103] Next, in the user terminal device 40, the process of the content creation request is performed (Fig. 8: S18). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 56 in Fig. 9, a content creation request is made. Also, after touching the button 56, the content creation request progresses by inputting the necessary information (such as content name) into another input screen displayed on the window 50. Then, the creation request including the content information is transmitted from the user terminal device 40 to the article creation support device 20 (Fig. 8: T15).

[0104] Next, in the article creation support device 20, the processor 22 creates new content in the memory 43 based on the content information included in the creation request (Fig. 8: S19). That is, by the process of the control unit 28, new content is created in a predetermined folder in the progress information DB 27c. And when the creation of new content is completed, the screen as shown in Fig. 10 is transitioned. Specifically, on the upper side of the window 50, a display unit 60 with the content name displayed is arranged, and below the display unit 60, eight types of buttons (buttons 61 to 68) are arranged. Here, the button 61 is a tab for describing the outline content of the content. The button 62 is a tab for describing the specific items (summary and slug, etc.) of the content. The button 63 is a tab for downloading the article created in the content. The button 64 is a tab for starting manuscript creation. The button 65 is a tab for starting title creation. The button 66 is a tab for starting summary creation. The button 67 is a tab for starting slug creation. The button 68 is a tab for starting review. Note that when new content is created, the new content name is also added to the content list in the display unit 54 of Fig. 9.

[0105] (Manuscript creation process) Next, the user terminal device 40 processes a manuscript creation request (Fig. 11: S21). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 64 in Fig. 10, a manuscript creation request is made. Also, after touching the button 64, the manuscript creation request progresses when the necessary information is input into the input screen displayed in another window 70 different from the window 50.

[0106] Specifically, as shown in Fig. 12, the window 70 has three display parts 70a, 70b, and 70c. In the display part 70a, a title "Manuscript Creation" which is the content being executed is displayed. In the display part 50b, a button 71 for starting manuscript creation is provided. On the other hand, in the display part 70c, a display part 72 with the name of the AI to which the manuscript creation request is sent is provided. Also, next to the display part 72, a button 73 for selecting materials is provided. And below the display part 70c, an input part 74 for inputting a prompt is provided. Here, inside the input part 74, a button 74a for selecting a prompt and an execution button 74b for actually starting the manuscript creation (requesting the first AI server device) are provided.

[0107] More specifically, by the user operating the user terminal device 40, the button 73 is touched and the necessary materials are selected. Next, when the button 74a is touched by the user operating the user terminal device 40, a plurality of prompts are displayed. Then, by the user operating the user terminal device 40, one prompt is selected from the plurality of prompts, and when the button 74b is touched, the manuscript creation request is completed. After that, the creation request including the material information is sent from the user terminal device 40 to the article creation support device 20 (Fig. 11: T21).

[0108] Next, in the article creation support device 20, the processor 22 performs an AI selection request process based on the material information included in the creation request (FIG. 11: S22). Specifically, the manuscript proposal unit 28a of the control unit 28 stores the received material information in the progress information DB 27c and extracts the generation AI corresponding to the material information from the AI selection DB. Here, the generation AI that can select a generation AI suitable for manuscript creation instead of the generation AI requesting manuscript creation is extracted from the perspective of the material information. In particular, in the present embodiment, the generation AI 38b of the second AI server device 30b is to be extracted. Then, the manuscript proposal unit 28a generates selection request information including the material information and the necessary prompts, and requests the second AI server device 30b to select a generation AI (FIG. 11: T22).

[0109] Next, in the second AI server device 30b, an AI selection process is performed (FIG. 11: S23). Specifically, when the selection request information is input to the generation AI 38b of the second AI server device 30b, AI information is output as a result of the generation. Here, the AI information is information related to the generation AI requesting manuscript creation, and in the present embodiment, it is information related to the generation AI 38a of the first AI server device 30a. Then, the AI information is transmitted from the second AI server device 30b to the article creation support device 20 (FIG. 11: T23).

[0110] Next, in the article creation support device 20, the processor 22 performs a manuscript creation request process based on the material information, the prompt selected by the user, and the received AI information (FIG. 11: S24). Specifically, the manuscript proposal unit 28a of the control unit 28 creates manuscript creation request information based on the material information in the progress information DB 27c, the prompt in the prompt DB 27b, and the received AI information. That is, the manuscript creation request information includes the AI information that is the destination of the manuscript creation request, the prompt, and the material information. Then, the manuscript proposal unit 28a transmits the manuscript creation request information to the first AI server device 30a (FIG. 11: T24).

[0111] Next, in the first AI server device 30a, manuscript creation processing is performed (Fig. 11: S25). Specifically, when a manuscript creation request is input to the generation AI 38a of the first AI server device 30a, manuscript information is output as a result of the generation. Then, the manuscript information is transmitted from the first AI server device 30a to the article creation support device 20 (Fig. 11: T25).

[0112] Next, in the article creation support device 20, the processor 22 performs additional prompt creation request processing based on the manuscript information and the process from manuscript creation up to that point (the interaction between the user and the generation AI) (Fig. 11: S26). Specifically, the manuscript proposal unit 28a of the control unit 28 associates the received manuscript information with other process information and stores it in the process information DB 27c. After that, the additional prompt proposal unit 28f of the control unit 28 reads out the process information stored in the process information DB 27c and the prompts stored in the prompt DB 27b, and extracts a generation AI suitable for creating additional prompt information from the AI selection DB. In particular, in this embodiment, the generation AI 38b of the second AI server device 30b is extracted. Then, the additional prompt proposal unit 28f generates creation request information including the process information and the prompts, and makes a creation request for the generation AI to the second AI server device 30b (Fig. 11: T26).

[0113] Next, in the second AI server device 30b, additional prompt creation processing is performed (Fig. 11: S27). Specifically, when the creation request information is input to the generation AI 38b of the second AI server device 30b, additional prompt information is output as a result of the generation. Here, the additional prompt information is command information for further delving into and performing some processing on the created manuscript. Then, the additional prompt information is transmitted from the second AI server device 30b to the article creation support device 20 (Fig. 11: T27).

[0114] Next, in the article creation support device 20, the processor 22 performs output processing based on the manuscript information and the additional prompt information (FIG. 11: S28). Specifically, the control unit 28 generates output information including the manuscript information and the additional prompt information. Then, the control unit 28 transmits the output information to the user terminal device 40 (FIG. 11: T28).

[0115] Next, in the user terminal device 40, the processor 42 performs output display processing on the display 41b of the output interface 41 based on the output information (FIG. 11: S29). That is, the input / output unit 48 of the user terminal device 40 functions, and the manuscript and the additional prompt are displayed as a predetermined output result. Specifically, as shown in FIG. 13, two new display units 75 and 76 appear on the display unit 70c. The text information of the manuscript (i.e., the manuscript information) is displayed on the display unit 75. Also, a button 75a for copying the text information of the manuscript, which is the generation result, is displayed on the display unit 75. On the other hand, one or more additional prompts are displayed on the display unit 76.

[0116] (Title creation process) Next, in the user terminal device 40, a title creation request process is performed (FIG. 14: S31). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 75a in FIG. 13, the manuscript information is copied. Then, when the button 65 in FIG. 10 is touched, a title creation request is made. Also, after the button 65 is touched, the title creation request progresses by inputting the necessary information into the input screen displayed in another window 80 different from the window 50.

[0117] Specifically, as shown in FIG. 15, the window 80 has three display units 80a, 80b, and 80c. A title "Title Creation", which is the content being executed, is displayed on the display unit 80a. A button 81 for starting the title creation is provided on the display unit 80b. On the other hand, a display unit 82 with the name of the AI to which the title creation request is sent is provided on the display unit 80c. And below the display unit 80b, an input unit 84 for inputting a prompt is provided. Here, inside the input unit 84, a button 84a for selecting a prompt and an execution button 84b for actually starting the title creation (requesting the first AI server device) are provided.

[0118] More specifically, by the operation of the user on the user terminal device 40, the manuscript information is pasted into the input unit 84. Next, by the operation of the user on the user terminal device 40, when the button 84b is touched, the request for creating a title is completed. Here, the manuscript information pasted into the input unit 84 may be corrected by the user. Also, the user can touch the button 84a to set a prompt, but even if it is not selected, the prompt for the title creation request is automatically selected. After that, the creation request including the manuscript information is sent from the user terminal device 40 to the article creation support device 20 (FIG. 14: T41).

[0119] Next, in the article creation support device 20, the processor 22 performs an AI selection request process based on the manuscript information and prompt included in the creation request (FIG. 14: S32). Specifically, the title proposal unit 28b of the control unit 28 stores the received manuscript information in the progress information DB27c and extracts a generation AI for selecting a generation AI that performs title creation from the AI selection DB. In particular, in this embodiment, the generation AI 38b of the second AI server device 30b is extracted. Then, the title proposal unit 28b generates selection request information including the manuscript information and the necessary prompt, and makes a selection request for the generation AI to the second AI server device 30b (FIG. 14: T32).

[0120] Next, in the second AI server device 30b, AI selection processing is performed (Fig. 14: S33). Specifically, when the selection request information is input to the generation AI 38b of the second AI server device 30b, AI information is output as a result of the generation. Here, the AI information is information related to the generation AI that requests title creation, and in this embodiment, it is information related to the generation AI 38a of the first AI server device 30a. Then, the AI information is transmitted from the second AI server device 30b to the article creation support device 20 (Fig. 14: T33).

[0121] Next, in the article creation support device 20, the processor 22 performs title creation request processing based on the material information, the prompt selected by the user, and the received AI information (Fig. 14: S34). Specifically, the title proposal unit 28b of the control unit 28 creates title creation request information based on the manuscript information in the progress information DB 27c, the prompt in the prompt DB 27b, and the received AI information. That is, the title creation request information includes the AI information, the prompt, and the manuscript information, which are the destinations of the title creation request. Then, the title proposal unit 28b transmits the title creation request information to the first AI server device 30a (Fig. 14: T34).

[0122] Next, in the first AI server device 30a, title creation processing is performed (Fig. 14: S35). Specifically, when the title creation request is input to the generation AI 38a of the first AI server device 30a, title information is output as a result of the generation. Then, the title information is transmitted from the first AI server device 30a to the article creation support device 20 (Fig. 14: T35).

[0123] Next, in the article creation support device 20, the processor 22 performs an additional prompt creation request process based on the title information and the background up to the title creation (the interaction between the user and the generation AI) (FIG. 14: S36). Specifically, the title proposal unit 28b of the control unit 28 associates the received title information with other background information and stores it in the background information DB 27c. Then, the additional prompt proposal unit 28f of the control unit 28 reads out the background information stored in the background information DB 27c and the prompt stored in the prompt DB 27b, and extracts the generation AI suitable for the creation of the additional prompt information from the AI selection DB 27d. In particular, in this embodiment, the generation AI 38b of the second AI server device 30b will be extracted. Then, the additional prompt proposal unit 28f generates creation request information including the background information and the prompt, and requests the second AI server device 30b to create the generation AI (FIG. 14: T36).

[0124] Next, in the second AI server device 30b, an additional prompt creation process is performed (FIG. 14: S37). Specifically, when the creation request information is input to the generation AI 38b of the second AI server device 30b, additional prompt information is output as a result of the generation. Here, the additional prompt information is command information for further delving into the created title and performing some processing. Then, the additional prompt information is transmitted from the second AI server device 30b to the article creation support device 20 (FIG. 14: T37).

[0125] Next, in the article creation support device 20, the processor 22 performs an output process based on the title information and the additional prompt information (FIG. 14: S37). Specifically, the control unit 28 generates output information including the title information and the additional prompt information. Then, the control unit 28 transmits the output information to the user terminal device 40 (FIG. 14: T38).

[0126] Next, in the user terminal device 40, the processor 42 performs output display processing on the display 41b of the output interface 41 based on the output information (Fig. 14: S39). That is, the input / output unit 48 of the user terminal device 40 functions, and the title and additional prompts are displayed as predetermined output results. Specifically, similar to the display unit 70c where the manuscript information is displayed, two new display units appear on the display unit 80c. In one display unit, the text information of the title (i.e., the title information) is displayed. Also, a button for copying the text information of the generated title is displayed on the said display unit. On the other hand, one or more additional prompts are displayed on the other display unit.

[0127] (Abstract creation process) Next, in the user terminal device 40, the process of requesting abstract creation is performed (Fig. 16: S41). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 75a in Fig. 13, the manuscript information is copied. Then, when the button 66 in Fig. 10 is touched, a request for abstract creation is made. Also, after the button 66 is touched, the request for abstract creation progresses by inputting the necessary information into the input screen displayed in another window 90 different from the window 50.

[0128] Specifically, as shown in Fig. 17, the window 90 has three display units 90a, 90b, and 90c. In the display unit 90a, the title "Abstract Creation" which is the content being executed is displayed. In the display unit 90b, a button 91 for starting the abstract creation is provided. On the other hand, in the display unit 90c, a display unit 92 with the name of the AI to which the abstract creation request is sent is provided. And below the display unit 90b, an input unit 94 for inputting a prompt is provided. Here, inside the input unit 94, a button 94a for selecting a prompt and an execution button 94b for actually starting the abstract creation (requesting the first AI server device) are provided.

[0129] More specifically, by the operation of the user terminal device 40 by the user, document information is pasted into the input unit 94. Next, by the operation of the user terminal device 40 by the user, when the button 94b is touched, the request for creating a summary is completed. Here, the document information pasted into the input unit 94 may be corrected by the user. Also, the user can touch the button 94a to set a prompt, but even if it is not selected, the prompt for the request for creating a summary is automatically selected. After that, the request for creation including the document information is transmitted from the user terminal device 40 to the article creation support device 20 (Fig. 16: T41).

[0130] When it is transmitted from the user terminal device 40 to the article creation support device 20, the AI selection request process (Fig. 16: S42), selection request (Fig. 16: T42), AI selection process (Fig. 16: S43), transmission of AI information (Fig. 16: T43), summary creation request process (Fig. 16: S44), creation request (Fig. 16: T44), summary creation process (Fig. 16: S45), transmission of summary information (Fig. 16: T45), additional prompt creation request process (Fig. 16: S46), creation request (Fig. 16: T46), additional prompt creation process (Fig. 16: S47), transmission of additional prompt information (Fig. 16: T47), output process (Fig. 16: S48), transmission of output information (Fig. 16: T48), and output display (Fig. 16: S49) are sequentially performed. These processes are the same as in the case of the title creation process, and since only the generation target and the content to be handled are changed from the title information to the summary information, the description thereof is omitted.

[0131] (Slug creation process) Next, in the user terminal device 40, a slug creation request process is performed (Fig. 18: S51). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 75a in Fig. 13, the manuscript information is copied. After that, when the button 67 in Fig. 10 is touched, a slug creation request is made. Also, after touching the button 67, by inputting the necessary information into an input screen displayed in a different window 100 from the window 50, the slug creation request will proceed.

[0132] Specifically, as shown in Fig. 19, the window 100 has three display parts 100a, 100b, and 100c. In the display part 100a, a title "Slug creation" which is the content being executed is displayed. In the display part 100b, a button 101 for starting slug creation is provided. On the other hand, in the display part 100c, a display part 102 with the name of the AI to which the slug creation request is sent is provided. And below the display part 100b, an input part 104 for inputting a prompt is provided. Here, inside the input part 104, a button 104a for selecting a prompt and an execution button 104b for actually starting (requesting the first AI server device) slug creation are provided.

[0133] More specifically, by the user's operation of the user terminal device 40, the manuscript information is pasted into the input part 104. Next, by the user's operation of the user terminal device 40, when the button 104b is touched, the slug creation request is completed. Here, the manuscript information pasted into the input part 104 may be modified by the user. Also, the user can touch the button 104a to set a prompt, but even if not selected, a prompt for slug creation request is automatically selected. After that, the creation request including the manuscript information is sent from the user terminal device 40 to the article creation support device 20 (Fig. 18: T51).

[0134] When it is transmitted from the user terminal device 40 to the article creation support device 20, the AI selection request process (FIG. 18: S52), the selection request (FIG. 18: T52), the AI selection process (FIG. 18: S53), the transmission of AI information (FIG. 18: T53), the slug creation request process (FIG. 18: S54), the creation request (FIG. 18: T54), the slug creation process (FIG. 18: S55), the transmission of slug information (FIG. 18: T55), the additional prompt creation request process (FIG. 18: S56), the creation request (FIG. 18: T56), the additional prompt creation process (FIG. 18: S57), the sending of additional prompt information (FIG. 18: T57), the output process (FIG. 18: S58), the transmission of output information (FIG. 18: T58), and the output display (FIG. 18: S59) are sequentially performed. These processes are the same as those in the case of the title creation process, and since only the generation target and the content to be handled are changed from the title information to the slug information, the description thereof is omitted.

[0135] (Review process) Next, in the user terminal device 40, the review request process is performed (FIG. 20: S61). Specifically, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button 75a in FIG. 13, the manuscript information is copied. Thereafter, when the button 68 in FIG. 10 is touched, a review request is made. Also, after the button 68 is touched, the review request progresses when the necessary information is input into the input screen displayed in another window 110 different from the window 50.

[0136] Specifically, as shown in FIG. 21, the window 110 has three display units 110a, 110b, and 110c. A title "Review", which is the content being executed, is displayed on the display unit 110a. A button 111 for starting a new review creation is provided on the display unit 110b. On the other hand, a display unit 112 with the name of the AI to which the review is requested is provided on the display unit 110c. And below the display unit 110b, an input unit 114 for inputting a prompt is provided. Here, inside the input unit 114, a button 114a for selecting a prompt and an execution button 114b for actually starting the review (requesting the first AI server device) are provided.

[0137] More specifically, by the operation of the user terminal device 40 by the user, the manuscript information is pasted into the input unit 114. Next, by the operation of the user terminal device 40 by the user, the button 114b is touched, and the review request is completed. Here, the manuscript information pasted into the input unit 114 may be corrected by the user. Also, the user can touch the button 114a to set a prompt, but even if it is not selected, the prompt for the review request is automatically selected. After that, the creation request including the manuscript information is transmitted from the user terminal device 40 to the article creation support device 20 (FIG. 20: T61).

[0138] When it is sent from the user terminal device 40 to the article creation support device 20, the AI selection request process (FIG. 20: S62), the selection request (FIG. 20: T62), the AI selection process (FIG. 20: S63), the transmission of AI information (FIG. 20: T63), the review request process (FIG. 20: S64), the review request (FIG. 20: T64), the review creation process (FIG. 20: S65), the transmission of review information (FIG. 20: T65), the additional prompt creation request process (FIG. 20: S66), the creation request (FIG. 20: T66), the additional prompt creation process (FIG. 20: S67), the transmission of additional prompt information (FIG. 20: T67), the output process (FIG. 20: S68), the transmission of output information (FIG. 20: T68), and the output display (FIG. 20: S69) are sequentially performed. These processes are the same as those in the case of the title creation process, and since only the generation target and the content to be handled are changed from the title information to the review information, the description thereof is omitted.

[0139] (Correction process) Next, in the user terminal device 40, a process of inputting a correction request for the manuscript is performed with reference to the review result (FIG. 22: S71). Specifically, the user operates the touch panel 45a of the input interface 45 of the user terminal device 40, and the content of the correction request is input to the input unit 114 in FIG. 21. Further, the user may operate the touch panel 45a of the input interface 45 of the user terminal device 40, and a prompt related to the correction request may be selected from the button 114a of the input unit 114 in FIG. 21. Thereafter, a correction request including the content of the correction request or the prompt is transmitted from the user terminal device 40 to the article creation support device 20 (FIG. 22: T71).

[0140] Next, in the article creation support device 20, the processor 22 performs a manuscript correction request process based on the correction request (Fig. 22: S72). Specifically, the review proposal unit 28e of the control unit 28 creates correction request information based on each piece of information included in the received correction request. Then, the review proposal unit 28e transmits the correction request information to the first AI server device 30a (Fig. 22: T72). Thereafter, in the first AI server device 30a, a manuscript correction process is performed (Fig. 22: S73). Specifically, when the correction request information is input to the generation AI 38a of the first AI server device 30a, a correction result (corrected new manuscript information) is output as a result of the generation. Then, the correction result is transmitted from the first AI server device 30a to the article creation support device 20 (Fig. 22: T73).

[0141] Next, in the article creation support device 20, the processor 22 performs an additional prompt creation request process based on the correction result and the process from the correction result creation (the interaction between the user and the generation AI) (Fig. 2: S74). Specifically, the review proposal unit 28e of the control unit 28 associates the received correction result with other process information and stores it in the process information DB 27c. Thereafter, the additional prompt proposal unit 28f of the control unit 28 reads out the process information stored in the process information DB 27c and the prompt stored in the prompt DB 27b, and extracts a generation AI suitable for creating additional prompt information from the AI selection DB 27d. In particular, in this embodiment, the generation AI 38b of the second AI server device 30b is extracted. Then, the additional prompt proposal unit 28f generates creation request information including the process information and the prompt, and makes a creation request for the generation AI to the second AI server device 30b (Fig. 22: T74).

[0142] Next, in the second AI server device 30b, additional prompt creation processing is performed (Fig. 22: S75). Specifically, when the creation request information is input to the generation AI 38b of the second AI server device 30b, additional prompt information is output as a result of the generation. Here, the additional prompt information is command information for further delving into the revised manuscript and performing some processing. Then, the additional prompt information is transmitted from the second AI server device 30b to the article creation support device 20 (Fig. 22: T75).

[0143] Next, in the article creation support device 20, the processor 22 performs output processing based on the correction result and the additional prompt information (Fig. 22: S76). Specifically, the control unit 28 generates output information including the revised manuscript information and the additional prompt information. Then, the control unit 28 transmits the output information to the user terminal device 40 (Fig. 22: T76).

[0144] Next, in the user terminal device 40, the processor 42 performs output display processing on the display 41b of the output interface 41 based on the output information (Fig. 22: S77). That is, the input / output unit 48 of the user terminal device 40 functions, and the manuscript information in the revised state and the additional prompt are displayed as a predetermined output result. Specifically, new manuscript information is displayed on the display unit 110c where the review result is displayed, and a button for copying the manuscript information is also displayed. Since the display unit and the button are the same as those on the manuscript creation screen in Fig. 13, the description thereof is omitted. Also, one or more additional prompts are displayed below the display unit where the new manuscript information is displayed.

[0145] Next, in the user terminal device 40, based on the display of the correction results, processing for inputting requests for additional corrections to the title, abstract, and slug is performed (Fig. 22: S78). For example, in the case of a request for additional correction of the title, when the user operates the touch panel 45a of the input interface 45 of the user terminal device 40 and touches the button for copy processing displayed on the display unit 110c of Fig. 21, the corrected manuscript information is copied. Thereafter, when the button 65 in Fig. 10 is touched, the screen for creating the title is transitioned to, and the input for the request for additional correction of the title proceeds. The same processing is performed for requests for additional corrections to the abstract and slug, and the screen for creating the abstract or the screen for creating the slug is transitioned to, and the input for each request for additional correction proceeds. Note that each request for additional correction corresponds to the title creation request (S31) in Fig. 14, the abstract creation request (S41) in Fig. 16, and the slug creation request (S51) in Fig. 18, and since the same processing is performed, the explanation thereof is omitted.

[0146] Thereafter, when additional information is sent from the user terminal device 40 to the article creation support device 20 (Fig. 22: T77), in the article creation support device 20, the processor 22 performs additional correction request processing (Fig. 22: S79). Specifically, if the additional information is information related to the additional correction of the title, processing similar to the title creation request processing (Fig. 14: S34) is performed, if the additional information is information related to the additional correction of the abstract, processing similar to the abstract creation request processing (Fig. 16: S44) is performed, and if the additional information is information related to the additional correction of the slug, processing similar to the slug creation request processing (Fig. 18: S54) is performed.

[0147] After that, similar to T72, S73, and T73, processes of sending additional correction information (FIG. 22: T78), additional correction processing (FIG. 22: S80), and additional correction results (FIG. 22: T79) are performed. That is, a request for additional correction related to the title, abstract, or slug is sent to the first AI server device 30a, each item is additionally corrected in the first AI server device 30a, and each additional correction result is sent to the article creation support device 20. Then, although not shown, each additional correction result is stored in the progress information DB 27c and is also sent to the user terminal device 40 for display. Note that the display method is the same as the case of displaying the creation results of the title, abstract, and slug respectively.

[0148] <Modification Example> In the above-described embodiment, the creation and review of the manuscript, title, abstract, and slug were each performed in response to an input instruction from the user, but these processes may be automatically performed in series. That is, after the material information is selected by the user's process, only by touching the execution button, the proposal of the manuscript, title, abstract, and review result may be performed simultaneously. In such a case, the control unit 28 controls the manuscript proposal unit 28a, title proposal unit 28b, abstract proposal unit 28c, slug proposal unit 28d, review proposal unit 28e, additional prompt proposal unit 28f, and material determination unit 28g to function in series.

[0149] Also, in the above-described embodiment, when creating the title, abstract, and slug, the copied content of the created manuscript was pasted into a predetermined input section. However, the title, abstract, and slug may be created without performing such work. For example, a predetermined button may be added to the manuscript creation screen (window 70), and when the button is clicked, a window 210 as shown in FIG. 23 may be popped up. Here, FIG. 23 is an example of a screen displayed on the user terminal device according to a modification example of the embodiment and is an input screen for more easily performing title proposal.

[0150] As shown in FIG. 23, window 210 has two display parts 210a and 210b. In display part 210a, a title "Title Proposal" which is the content being executed is displayed. In display part 210b, input parts 211 and 212 for prompt input for title proposal are provided. Input part 211 reads existing prompts from prompt DB 27b to make a title proposal, so a button for inputting a check can be displayed before the display of "Create as you like", and a selection part 211a for selecting an existing prompt is displayed below it. On the other hand, input part 212 is for the user to give a custom instruction, so a button for inputting a check can be displayed before the display of "Generate from custom instruction", and an input part 212a for inputting a prompt is displayed below it. Therefore, the user can select either "leave it to others" or "customize" to proceed with title creation.

[0151] Also, as shown in FIG. 23, window 210 has a display part 213 below it where the name of the AI for which the title creation request is made is described, and a button 214 for starting title generation. The user can select the generation AI that they wish to use from among the generation AIs displayed in display part 213. Naturally, for summary creation and slug creation as well, a window 210 similar to that in FIG. 23 may be displayed.

[0152] In the above-described embodiment, regarding the review result of the manuscript, it was assumed that points would be indicated in a document or the like in the same way as the result of title creation, but highlighting may be performed on expressions, sentences, vocabulary, etc. that may cause problems so that it is easier for the user to visually recognize them. Furthermore, when the highlighted part is selected, a window for displaying an amendment or for inputting a correction instruction may be popped up.

[0153] Furthermore, in the above-described embodiment, the manuscript proposal unit 28a may perform processing so that it can propose a composite manuscript in which photographs, images, and videos other than text information are incorporated into the text information, rather than handling only text information. For example, the manuscript proposal unit 28a reads a prompt for generating the composite manuscript from the prompt DB 27b and transmits the prompt to the first AI server device 30a together with the material information. In such a case, the creation of the manuscript and its review may be performed including the position where the photograph, image, or video is to be placed in the text information.

[0154] Then, the manuscript proposal unit 28a, the title proposal unit 28b, the summary proposal unit 28c, the slug proposal unit 28d, and the review proposal unit 28e may use the past article information included in the progress information DB 27c and perform processing so that the article has an expression style or writing style similar to that of the past article. Also, each unit may use not only the past article information included in the progress information DB 27c but also other articles provided by the user. In such a case, when each unit sends the request information to the first AI server device 30a, it may send the past article information or other article information and also send an additional prompt serving as an instruction to mimic the expression style or writing style in the past article or the like.

[0155] In addition, when the information input from the user is insufficient and the prompt cannot be selected, the manuscript proposal unit 28a, the title proposal unit 28b, the abstract proposal unit 28c, the slug proposal unit 28d, and the review proposal unit 28e may ask the user questions to obtain the insufficient information. For example, when a specific name (company name or personal name) is insufficient, the user terminal device 40 may display a message prompting the input of the name, and a process for limiting the number of characters may also be performed. In this case, the manuscript proposal unit 28a, the title proposal unit 28b, the abstract proposal unit 28c, the slug proposal unit 28d, and the review proposal unit 28e or the additional prompt proposal unit 28f may request the second AI server device 30b to correct the existing prompt based on the input information. When the prompt is corrected, the manuscript proposal unit 28a, the title proposal unit 28b, the abstract proposal unit 28c, the slug proposal unit 28d, and the review proposal unit 28e or the additional prompt proposal unit 28f stores the corrected prompt in the prompt DB 27b. As a result, in the processing after the prompt correction, deficiencies in information and the like are reduced, and more accurate creation of manuscripts, titles, abstracts, and slugs, as well as processing such as reviews, can be performed. Note that the control unit 28 may collectively control the processing of these units.

[0156] The review proposal unit 28e or the additional prompt proposal unit 28f may update the existing prompt by using the review result. Specifically, the review proposal unit 28e or the additional prompt proposal unit 28f causes the generation AI (for example, the second AI server device 30b) to perform a comparative evaluation of the manuscript, title, abstract, or slug before correction and the manuscript, title, abstract, or slug after correction based on the review result. Then, the review proposal unit 28e or the additional prompt proposal unit 28f causes the generation AI (for example, the second AI server device 30b) to correct the prompt used in the creation process of the manuscript, title, abstract, or slug based on the result of the comparative evaluation. As a result, past review results and their corresponding actions are reflected in various prompts, enabling the creation of more accurate manuscripts, titles, abstracts, and slugs, as well as the performance of processes such as review. The control unit 28 may collectively control the processing of these respective units.

[0157] <Embodiments of the present disclosure> A first embodiment of the present disclosure is an article creation support device that supports the creation of a text including a manuscript, a title, and an abstract based on material information input by a user, and includes a progress information database that stores the material information and progress information related to article creation, an AI selection database that stores information related to a plurality of generation AIs that perform article creation, and a prompt database that stores a plurality of prompts corresponding to each of the generation AIs. A manuscript proposal unit that includes a prompt selected from the prompt database and the material information in the manuscript creation request information, requests any one of the plurality of generation AIs to create the manuscript, stores the result of the manuscript creation request received from any one of the plurality of generation AIs in the progress information database, and proposes it to the user; a title proposal unit that includes a prompt selected from the prompt database and the result of the manuscript creation request in the title creation request information, requests any one of the plurality of generation AIs to create the title, stores the result of the title creation request received from any one of the plurality of generation AIs in the progress information database, and proposes it to the user; a summary proposal unit that includes a prompt selected from the prompt database and the result of the manuscript creation request in the summary creation request information, requests any one of the plurality of generation AIs to create the summary, stores the result of the summary creation request received from any one of the plurality of generation AIs in the progress information database, and proposes it to the user; a review proposal unit that includes a prompt selected from the prompt database and the result of the manuscript creation request in the review request information, requests any one of the plurality of generation AIs to review the result of the manuscript creation request, stores the result of the review request received from any one of the plurality of generation AIs in the progress information database, and proposes it to the user, and the review proposal unit said Review requestReceive a correction request based on the result from the user, request any one of the plurality of generative AIs to correct the manuscript, store the correction result received from any one of the plurality of generative AIs in the progress information database and propose it to the user, and the title proposal unit and the abstract proposal unit request any one of the plurality of generative AIs to correct the title and the abstract based on the correction result, and store the correction result received from any one of the plurality of generative AIs in the progress information database and propose it to the user. It is an article creation support device.

[0158] In an article creation support device as described above, it becomes possible to easily create a manuscript, a title, and an abstract, and to perform a review, and further to correct the article content based on the review result, and a series of operations related to article creation can be supported with high accuracy.

[0159] A second embodiment of the present disclosure has a control unit including the manuscript proposal unit, the title proposal unit, the abstract proposal unit, and the review proposal unit in the first embodiment, and the control unit result of creation request the manuscript result of creation request the title result of creation request the abstract request and the review

[0160] A third embodiment of the present disclosure is to have a material determination unit that determines the type of the material information and stores it in the progress information database in the first or second embodiment. As a result, an appropriate generative AI can be used according to the type of material information, and an article that matches the material information can be created with high accuracy.

[0161] In the fourth embodiment of the present disclosure, in any of the first to third embodiments, the manuscript proposal unit requests any one of the plurality of generation AIs to create the manuscript according to the type of the material information and the type of the manuscript. Thereby, an appropriate generation AI can be used corresponding to the type of the material information, and an article that matches the material information can be created with high precision.

[0162] In the fifth embodiment of the present disclosure, in the third or fourth embodiment, the manuscript proposal unit makes a selection request for selecting a first generation AI for requesting creation of the manuscript according to the type of the material information and the type of the manuscript to a second generation AI different from the first generation AI. It becomes possible to select the generation AI optimal for manuscript creation, and an article that matches the material information can be created with high precision.

[0163] In the sixth embodiment of the present disclosure, in any of the first to fifth embodiments, based on the progress information stored in the progress information database, any one of the plurality of generation AIs is requested to create an additional prompt, and an additional prompt proposal unit that proposes to the user the creation result received from any one of the plurality of generation AIs. Thereby, it becomes possible to perform more in-depth creation, consideration, etc. for the article and each content constituting the same.

[0164] In the seventh embodiment of the present disclosure, in any of the first to sixth embodiments, the control unit performs a process for correcting the prompt stored in the prompt database based on the information input from the user. Thereby, in the processes after prompt correction, deficiencies in information and the like are reduced, and more accurate manuscripts, titles, summaries, slugs can be created, and processes such as review can be performed.

[0165] In the eighth embodiment of the present disclosure, in any of the first to seventh embodiments, the control unit said Review requestBased on the results, compare the original manuscript, title, abstract, or slug before modification with the original manuscript, title, abstract, or slug after modification, and perform a process for modifying the prompt. As a result, past review results and corresponding actions will be reflected in various prompts, enabling the creation of more accurate manuscripts, titles, abstracts, and slugs, as well as performing processes such as reviews.

[0166] A ninth embodiment of the present disclosure is having the plurality of generative AIs in any of the first to eighth embodiments. Thereby, the communication distance related to information transmission can be shortened, safety can be enhanced, and article creation can be performed in a shorter time.

[0167] A tenth embodiment of the present disclosure is that in any of the first to ninth embodiments, the article is content for broadcasting, the Web, newspapers, publishing, or advertising. Thereby, an article specialized for the mass media can be created, and a more interesting article can be created for readers.

[0168] An eleventh embodiment of the present disclosure is an article creation support method in which a computer performs support for creating an article including a manuscript, a title, and an abstract based on material information input by a user, including a prompt selected from a prompt database and the material information in a manuscript creation request information multipleRequest any of the number generation AIs to create the manuscript, store the result of the manuscript creation request received from any of the plurality of generation AIs in the progress information database, and propose it to the user; include the prompt selected from the prompt database and the result of the manuscript creation request in the title creation request information, request any of the plurality of generation AIs to create the title, store the result of the title creation request received from any of the plurality of generation AIs in the progress information database, and propose it to the user; include the prompt selected from the prompt database and the result of the manuscript creation request in the summary creation request information, request any of the plurality of generation AIs to create the summary, store the result of the summary creation request received from any of the plurality of generation AIs in the progress information database, and propose it to the user; include the prompt selected from the prompt database and the result of the manuscript creation request in the review request information, request any of the plurality of generation AIs to review the result of the manuscript creation request, store the result of the review request received from any of the plurality of generation AIs in the progress information database, and propose it to the user, and the review proposal step is said Review request Receive a correction request based on the result from the user, request any of the plurality of generation AIs to correct the manuscript, store the correction result received from any of the plurality of generation AIs in the progress information database, and propose it to the user. The title proposal step and the summary proposal step include, based on the correction result, requesting any of the plurality of generation AIs to correct the title and the summary, storing the correction result received from any of the plurality of generation AIs in the progress information database, and proposing it to the user. This is an article creation support method.

[0169] In the article creation support method as described above, it becomes possible to easily create a manuscript, a title, and a summary, conduct a review, and further correct the article content based on the review result, and a series of operations related to article creation can be supported with high precision.

[0170] The twelfth embodiment of the present disclosure is an article creation support program that supports the creation of an article including a manuscript, a title, and an abstract based on material information input by a user, including a prompt selected from a prompt database and the material information in a manuscript creation request information multiple requesting the creation of the manuscript from any of the plurality of generative AIs, and storing the result of the manuscript creation request received from any of the plurality of generative AIs through in an elapsed information database and proposing it to the user, including the prompt selected from the prompt database and the result of the manuscript creation request in a title creation request information, requesting the creation of the title from any of the plurality of generative AIs, storing the result of the title creation request received from any of the plurality of generative AIs in the elapsed information database and proposing it to the user, including the prompt selected from the prompt database and the result of the manuscript creation request in an abstract creation request information, requesting the creation of the abstract from any of the plurality of generative AIs, storing the result of the abstract creation request received from any of the plurality of generative AIs in the elapsed information database and proposing it to the user, including the prompt selected from the prompt database and the result of the manuscript creation request in a review request information, requesting the review of the result of the manuscript creation request from any of the plurality of generative AIs, storing the result of the review request received from any of the plurality of generative AIs in the elapsed information database and proposing it to the user, said Review request receiving a correction request based on the review result from the user, requesting the correction of the manuscript from any of the plurality of generative AIs, storing the correction result received from any of the plurality of generative AIs in the elapsed information database and proposing it to the user, and based on the correction result, requesting the correction of the title and the abstract from any of the plurality of generative AIs, storing the correction result received from any of the plurality of generative AIs in the elapsed information database and proposing it to the user, and causing a computer to execute a process of

[0171] According to the article creation support program as described above, it becomes possible to easily create a manuscript, a title, and an abstract, conduct a review, and further correct the article content based on the review results, and a series of operations related to article creation can be supported with high precision.

Description of Signs

[0172] 1 Article creation support system 20 Article creation support device 26 Communication unit 27 Storage unit 27a User database (User DB) 27b Prompt database (Prompt DB) 27c Progress information database (Progress information DB) 27d AI selection database (AI selection DB) 28 Control unit 28a Manuscript proposal unit 28b Title proposal unit 28c Abstract proposal unit 28d Slug proposal unit 28e Review proposal unit 28f Additional prompt proposal unit 28g Material determination unit 30 AI server device 30a First AI server device 30b Second AI server device 38a Generation AI 38b Generation AI 37a Communication unit 37b Communication unit 40 User terminal device 47 Communication unit 48 Input / output unit

Claims

1. An article creation support device that supports the creation of text including a manuscript, a title, and an abstract based on material information input by a user, A storage unit including a progress information database storing the material information and progress information related to article creation, an AI selection database storing information related to a plurality of generation AIs that create articles, and a prompt database storing a plurality of prompts corresponding to each of the generation AIs; a manuscript suggestion section that includes the prompt selected from the prompt database and the material information in manuscript creation request information, requests one of the plurality of generation AIs to create the manuscript, stores the result of the manuscript creation request received from one of the plurality of generation AIs in the progress information database and suggests it to the user; a title suggestion unit that includes the prompt selected from the prompt database and the result of the manuscript creation request in title creation request information, requests one of the plurality of generation AIs to create the title, stores the result of the title creation request received from one of the plurality of generation AIs in the progress information database, and suggests the result to the user; a summary suggestion unit that includes the prompt selected from the prompt database and the result of the manuscript creation request in summary creation request information, requests one of the plurality of generation AIs to create the summary, stores the result of the summary creation request received from one of the plurality of generation AIs in the progress information database and suggests it to the user; a review suggestion unit that includes a prompt selected from the prompt database and a result of the manuscript creation request in review request information, requests one of the plurality of generation AIs to review the result of the manuscript creation request, stores the result of the review request received from one of the plurality of generation AIs in the progress information database and suggests it to the user; the review suggestion unit accepts a correction request from the user based on a result of the review request, requests one of the plurality of generation AIs to correct the manuscript, stores the correction result received from one of the plurality of generation AIs in the progress information database and proposes it to the user; The title suggestion unit and the summary suggestion unit request one of the multiple generation AIs to revise the title and the summary based on the correction result, store the correction result received from one of the multiple generation AIs in the progress information database, and suggest it to the user. This is an article creation support device.

2. a control unit including the manuscript suggestion unit, the title suggestion unit, the summary suggestion unit, and the review suggestion unit; The article creation support device according to claim 1 , wherein the control unit automatically performs a series of proposals regarding the result of the manuscript creation request, the result of the title creation request, the result of the abstract creation request, and the result of the review request.

3. 2. The article creation support device according to claim 1, further comprising a material determining section for determining a type of said material information and storing said type in said progress information database.

4. The article creation support device according to claim 3 , wherein the manuscript suggestion unit requests one of the plurality of generation AIs to create the manuscript depending on the type of the material information and the type of the manuscript.

5. The article creation support device of claim 3 or 4, wherein the manuscript suggestion unit makes a selection request to a second generation AI different from the first generation AI to select a first generation AI to request the creation of the manuscript depending on the type of the material information and the type of the manuscript.

6. An article creation support device as described in claim 1, further comprising an additional prompt suggestion unit that requests one of the plurality of generation AIs to create an additional prompt based on the progress information stored in the progress information database, and suggests to the user the creation result received from one of the plurality of generation AIs.

7. 3. The article creation assist device according to claim 2, wherein the control unit performs processing for modifying the prompt stored in the prompt database based on information input by the user.

8. The article creation support device of claim 2, wherein the control unit performs processing to correct the prompt by comparing the manuscript, title, summary, or slug before revision with the manuscript, title, summary, or slug after revision based on the result of the review request.

9. The article creation assistance device according to claim 1 , comprising the plurality of generation AIs.

10. The article creation support device according to claim 1 , wherein the text is content for broadcasting, the Web, newspapers, publishing, or advertisements.

11. 1. An article creation support method for supporting the creation of text including a manuscript, a title, and an abstract by a computer based on material information input by a user, comprising: a manuscript suggestion step of including the prompt selected from the prompt database and the material information in manuscript creation request information, requesting one of a plurality of generation AIs to create the manuscript, storing the result of the manuscript creation request received from one of the plurality of generation AIs in a progress information database and proposing it to the user; a title suggestion process for including a prompt selected from the prompt database and a result of the manuscript creation request in title creation request information, requesting one of the plurality of generation AIs to create the title, storing the result of the title creation request received from one of the plurality of generation AIs in the progress information database and suggesting it to the user; a summary suggestion step of including the prompt selected from the prompt database and the result of the manuscript creation request in summary creation request information, requesting one of the plurality of generation AIs to create the summary, storing the result of the summary creation request received from one of the plurality of generation AIs in the progress information database and suggesting it to the user; a review proposal process for including a prompt selected from the prompt database and a result of the manuscript creation request in review request information, requesting one of the plurality of generation AIs to review the result of the manuscript creation request, storing the result of the review request received from one of the plurality of generation AIs in the progress information database and proposing it to the user; The review suggestion step includes receiving a correction request from the user based on a result of the review request, requesting one of the plurality of generation AIs to correct the manuscript, storing the correction result received from one of the plurality of generation AIs in the progress information database and proposing it to the user, The article creation support method includes the steps of: requesting one of the plurality of generation AIs to revise the title and the summary based on the revision result; storing the revision result received from one of the plurality of generation AIs in the progress information database; and proposing the revision result to the user.

12. An article creation support program that supports the creation of text including a manuscript, a title, and an abstract based on material information input by a user, Include the prompt selected from the prompt database and the material information in manuscript creation request information, request one of a plurality of generation AIs to create the manuscript, store the result of the manuscript creation request received from one of the plurality of generation AIs in a progress information database and propose it to the user, Include the prompt selected from the prompt database and the result of the manuscript creation request in title creation request information, request one of the plurality of generation AIs to create the title, store the result of the title creation request received from one of the plurality of generation AIs in the progress information database and propose it to the user, a prompt selected from said prompt database and a result of said manuscript creation request are included in summary creation request information, and said summary creation request information is requested to one of said plurality of generation AIs, and the result of the summary creation request received from one of said plurality of generation AIs is stored in said progress information database and proposed to said user; Include the prompt selected from the prompt database and the result of the manuscript creation request in review request information, request one of the plurality of generation AIs to review the result of the manuscript creation request, store the result of the review request received from one of the plurality of generation AIs in the progress information database and propose it to the user; accept a revision request from the user based on a result of the review request, request one of the plurality of generation AIs to revise the manuscript, store the revision result received from one of the plurality of generation AIs in the progress information database and propose it to the user; An article creation support program that causes a computer to execute a process of requesting one of the multiple generation AIs to revise the title and summary based on the revision results, storing the revision results received from one of the multiple generation AIs in the progress information database, and proposing the results to the user.

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