Business information sharing method and server for performing same

Abstract

According to one embodiment, a computer-implemented method by which a business information sharing server connected to a product supplier terminal and a distributor terminal performs a sharing service comprises the steps of: (a) providing, to the product supplier terminal and / or the distributor terminal, a business information input U / I for inputting business information; (b) receiving the business information that is input through the business information input U / I; (c) converting the received business information into structured business information; and (d) transmitting the converted structured business information to a terminal that satisfies a predetermined sharing condition.

Description

Methods for sharing business information and servers that do so

[0001] The present invention relates to a method for sharing business information and a server performing the same.

[0002] For distribution, the series of processes that move products from production to delivery to consumers, to operate smoothly, both product suppliers who produce and supply products and distributors who distribute them to consumers, are essential. However, due to the diversification of products and the diverse distribution regions, several additional steps (hereinafter referred to as "intermediate steps") are required between product supply and distribution to consumers.

[0003] The functions required at the intermediate stage are diverse. There's the need to match product suppliers and distributors to meet their respective needs, and there's also the need to transport these matched products to various locations. Indeed, technological advancements are making it increasingly convenient to search for desired products, and product delivery is becoming faster and more accurate.

[0004] In the process of performing these various tasks, a great deal of distribution-related information or knowledge can be generated. Furthermore, this information or knowledge needs to be widely disseminated and developed by new users to ensure smooth distribution.

[0005] The challenge to be addressed in one embodiment involves providing a shared platform where knowledge or information produced at various locations participating in distribution is shared.

[0006] Additionally, the aforementioned task may include updating the shared content through actual use by the recipients.

[0007] According to one embodiment, a computer-implemented method for performing a sharing service by a business information sharing server connected to a product supplier terminal and a distributor terminal includes the steps of: (a) providing a business information input U / I for inputting business information to at least one of the product supplier terminal and the distributor terminal; (b) receiving the business information input through the business information input U / I; (c) converting the received business information into structured business information; and (d) transmitting the converted structured business information to a terminal satisfying predetermined sharing conditions.

[0008] In addition, the structured business information may include at least one selected from the group consisting of the purpose, effect, details, and provider of the business information, generated based on the business information entered through the business information input U / I.

[0009] Additionally, the structured business information may be classified by at least one selected from the group consisting of the purpose, effect, details of the business information and the provider of the business information included in the structured business information.

[0010] Additionally, the above-mentioned formal business information can be updated by the user of the terminal that received the above-mentioned formal business information.

[0011] Additionally, the above-mentioned formal business information may be classified according to changes resulting from the above-mentioned update.

[0012] In addition, the above-mentioned standard business information is selected as a best practice mode based on an evaluation by a user of a terminal that has received the above-mentioned standard business information, and the above-mentioned standard business information selected as the best practice mode can be automatically shared with a terminal that satisfies the above-mentioned sharing conditions.

[0013] In addition, the above-mentioned formal business information may be determined whether or not to maintain the information in the shared server based on updates made by the user of the terminal that received the above-mentioned formal business information.

[0014] In addition, the shared server may provide a reward to the provider of the business information for inputting the business information based on the evaluation of the shared server on the business information or feedback from a user of a terminal that has received the standardized business information converted from the business information.

[0015] Additionally, the above sharing conditions may include the affiliation and work of the terminal operator receiving the above standardized business information.

[0016] Additionally, the terminal into which the above business information is input and the terminal into which the standardized business information converted from the above business information is transmitted may be located in different countries.

[0017] In addition, the step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions may include a step of transmitting the confidentiality obligation of a user using the formal business information or the use restriction on the formal business information.

[0018] In addition, the step of converting the received business information into formal business information may include a step of evaluating the received business information to determine whether to convert it into formal business information; and a step of transmitting the result of the conversion of the business information into formal business information to the terminal into which the business information was input.

[0019] In addition, the step of converting the received business information into the formal business information may include the step of transmitting the received business information to a predetermined terminal; and the step of receiving an evaluation result for the business information from the predetermined terminal.

[0020] In addition, the method further includes a step of transmitting the business information input request to a terminal that satisfies a predetermined selection criterion among the terminals connected to the shared server, wherein the selection criterion may include at least one selected from the group consisting of product information, sales information, operating profit information, permit information, customer response information, and business evaluation information.

[0021] In addition, the business information input U / I may be provided with a predetermined description format, and the step of converting the business information into the standardized business information may include a step of evaluating descriptions for the predetermined description format.

[0022] In addition, the business information can be entered in any format in the above business information input U / I.

[0023] Additionally, the above business information input U / I can input identification information about the user of the terminal to which the above business information input U / I is provided.

[0024] Additionally, the step of receiving the business information entered through the business information input U / I may include a step of automatically collecting identification information about a user of a terminal to which the business information input U / I is provided.

[0025] In addition, the step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions may include a step of transmitting identification information about a user of the terminal that input the business information converted into the formal business information.

[0026] In addition, the step of receiving the business information may further include a step of receiving additional information about the business information from a user other than the user who entered the business information into the business information input U / I.

[0027] Additionally, additional information regarding the above business information may relate to the reliability and / or authenticity of the above business information.

[0028] In addition, the shared server is connected to a terminal of a product supplier who receives a product and delivers it to a distributor, and the step of providing the business information input U / I may include a step of providing the business information input U / I to the terminal of the supplier.

[0029] In addition, the step of converting the received business information into structured business information further includes a step of recommending content included in the structured business information by a previously learned structured business information recommendation model, and the structured business information may include items recommended by the structured business information recommendation model.

[0030] Additionally, the above-mentioned formal business information recommendation model may be a recommendation language model learned by fine-tuning a pre-learned model based on existing formal business information converted by a server.

[0031] Additionally, in the above fine-tuning, reinforcement learning by human feedback (RLHF) may be performed.

[0032] A business information sharing server connected to a product supplier terminal and a distributor terminal according to one embodiment includes a memory storing at least one command; and a processor, wherein the at least one command is executed by the processor to: (a) provide a business information input U / I for inputting business information to at least one of the product supplier terminal and the distributor terminal; (b) receive the business information input through the business information input U / I; (c) convert the received business information into structured business information; and (d) transmit the converted structured business information to a terminal satisfying predetermined sharing conditions.

[0033] In one embodiment, distribution industry workers can check business information in various fields across distribution through a business sharing server.

[0034] Additionally, business information is continuously updated based on user feedback, and updated business information is also provided to server users.

[0035] Through this, the knowledge accumulated in various fields of distribution leads to increased benefits for distribution participants and added value for the entire distribution process.

[0036] FIG. 1 illustrates an example of a business information sharing server and various entities connected to a network according to one embodiment.

[0037] Figure 2 is an exemplary configuration diagram for a server according to one embodiment.

[0038] Figure 3 conceptually illustrates the architecture for deep learning.

[0039] Figure 4 conceptually illustrates the architecture for a convolutional neural network.

[0040] Figures 5 to 7 illustrate an example of a business information sharing process performed in a business information sharing server according to one embodiment.

[0041] Figure 8 is an exemplary flowchart illustrating a method for performing business information sharing according to one embodiment.

[0042] The advantages and features of the present invention, and the methods for achieving them, will become clearer with reference to the embodiments described in detail below together with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below and may be implemented in various different forms. These embodiments are provided solely to ensure that the disclosure of the present invention is complete and to fully inform those skilled in the art of the scope of the invention, and the present invention is defined solely by the scope of the claims.

[0043] When describing embodiments of the present invention, detailed descriptions of known functions or configurations will be omitted if they are deemed to unnecessarily obscure the gist of the invention. Furthermore, the terms described below are defined in light of their functions in the embodiments of the present invention and may vary depending on the intent or custom of the user or operator. Therefore, their definitions should be based on the overall content of this specification.

[0044] FIG. 1 illustrates an example of a business information sharing server and various entities connected to a network according to one embodiment.

[0045] FIG. 1 illustrates, by way of example, a business information sharing server (100) and various entities (200 to 300) connected to a network (400) according to one embodiment. Referring to FIG. 1, the business information sharing server (100), a product supplier terminal (200), and a distributor terminal (300) can communicate with each other via the network (400). The drawing illustrated in FIG. 1 is merely exemplary, and the scope of the present invention is not limited to what is illustrated in FIG. 1.

[0046] Here, the network (400) refers to a wireless or wired network. Among these, in the case of a wireless network, for example, at least one of LTE (long-term evolution), LTE-A (LTE Advance), CDMA (code division multiple access), WCDMA (wideband CDMA), UMTS (universal mobile telecommunications system), WiBro (Wireless Broadband), WiFi (wireless fidelity), Bluetooth, NFC (near field communication), and GNSS (global navigation satellite system) may be included. In addition, in the case of a wired network, for example, at least one of USB (universal serial bus), HDMI (high definition multimedia interface), RS-232 (recommended standard 232), LAN (local area network), WAN (wide area network), the Internet, and a telephone network may be included.

[0047] The product supplier terminal (200) and distributor terminal (300) are devices designed to provide, use, and provide feedback on information necessary for sharing information using the business information sharing service implemented by the business information sharing server. Here, the product supplier can supply products typically used in distribution businesses. The products supplied by the product supplier may be manufactured directly by the product supplier or may be obtained from other sources. Furthermore, the methods of product production and supply may vary, and in this specification, the product supplier is defined as a person who supplies products procured through any method.

[0048] Information entered by the product supplier terminal may include information about the product and the countries in which it is intended for distribution. This information may include product name, product classification, product efficacy, product price, product shipping conditions, and VOC (Voice of Customer) response information. Furthermore, information entered into the product supplier terminal may include information about the countries in which the product will be distributed. This allows the product supplier to provide feedback on the countries in which the product will be distributed. The product supplier may input information about the countries in which the product will be distributed, taking into account various product supply circumstances, and the distribution service server may coordinate distribution services based on the received information.

[0049] The information entered by the distributor terminal is primarily for checking information about available products and ordering desired products. For example, requests may include product specifications, the country of origin, or the country in which the product is scheduled to be distributed.

[0050] Meanwhile, information entered into product supplier and distributor terminals can be anything necessary for product supply, including product information and distribution destinations, regardless of format or content. This information may include business information generated by product suppliers and distributors. For example, this business information may include product information, customer base, customer response information, licensing information, sales information, and operating profit information.

[0051] According to one embodiment, the business information sharing server (100) can communicate various information as described above to share business information.

[0052] The business information sharing server (100) can convert and update information using various types of transmitted and received information. Here, conversion refers to reprocessing information entered from input devices, such as product supplier terminals and distributor terminals, without a specific format into information conforming to a predetermined format. Through this reprocessing, the converted information can be shared according to predetermined rules, evaluated by users, and updated based on user feedback, as will be described later.

[0053] As discussed above, according to one embodiment, users of a business information sharing server can access various information through the server. For example, they can access various business information generated by product suppliers and distributors. Distribution businesses may have other roles beyond product suppliers and distributors. For example, there may be a product inspector. Here, due diligence refers to the inspector conducting an investigation of the product supplier. The scope of the investigation may be the area necessary to predict whether the product supplier can smoothly supply the product. For example, the scope of due diligence may be narrowly related to product production or product procurement related to product supply, or broadly encompass almost all areas related to the company's operations, such as the subject company's capital structure, stocks, shareholders, licenses, assets (real estate, personal property, intellectual property rights, etc.), contracts (sales contracts, financial contracts, etc.), litigation, disputes, human resources, labor, environment, insurance, taxes, financial statements, and financial status.

[0054] Information generated by these various role players can be shared, transformed, evaluated, and updated by a business information sharing server, as described in one example. This circulated information can promote efficiency across the distribution business, leading to increased profits for distribution participants and increased added value for the entire distribution process.

[0055] Below, we will look at these servers (100) in more detail.

[0056] FIG. 2 is an exemplary configuration diagram of a server (100) according to one embodiment. Referring to FIG. 2, the server (100) includes a communication unit (110), a memory (120), and a processor (130). However, the configuration diagram illustrated in FIG. 2 is merely exemplary, and the spirit of the present invention is not limited to the configuration diagram illustrated in FIG. 2. For example, the server (100) may include at least one configuration not illustrated in FIG. 2, or may not include at least one of the configurations illustrated in FIG. 2.

[0057] The communication unit (110) can be implemented by a wired or wireless communication module. The server (100) can communicate with an external terminal or server, such as the identification number 200, 300, or 400 illustrated in FIG. 1, through the communication unit (110).

[0058] The memory (120) can be implemented by a medium that stores information. Such a medium may be at least one type of storage medium among a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (e.g., SD or XD memory, etc.), a random access memory (RAM), a static random access memory (SRAM), a read-only memory (ROM), an electrically erasable programmable read-only memory (EEPROM), a programmable read-only memory (PROM), a magnetic memory, a magnetic disk, and an optical disk, but is not limited thereto.

[0059] Various types of information can be stored in this memory (120). For example, information obtained by the server (100) from an external entity (200, 300, 400) through the communication unit (110) can be stored in the memory (120).

[0060] Specifically, the memory (120) can store the status of business information performed by the business information sharing server (100). Furthermore, information not handled by the business information sharing server can also be crawled from public information. Furthermore, the memory (120) can store this shared status in its original form, or, in some cases, can be preprocessed and stored. Preprocessing can include summarizing various types of business information into key information, such as the sharer, shared information, and shared product name. Of course, the types of preprocessing are not limited to this, and various types of processing that can be performed to store and retrieve documents can be included in this preprocessing.

[0061] Additionally, the memory (120) may store various types of information obtained from the product supplier terminal (200). Specifically, the memory (120) may store information, as described above, that the product supplier (210) inputs to share information using a sharing service performed by the business information sharing server.

[0062] Additionally, the memory (120) may store various types of information obtained from the distributor terminal (300). Specifically, the memory (120) may store information, as described above, that the distributor (410) inputs in order to share information using a sharing service performed by the business information sharing server.

[0063] Meanwhile, various types of modules or models may be implemented in the memory (120). When these modules or models are executed by the processor (130) described below, the desired functions are performed. For example, these modules or models may include an information update generation module and an advice module that recommends information to service users based on information input from entities connected to the server.

[0064] At least one of the modules described above may be implemented based on rules or an AI network. Below, we will examine AI networks and the like.

[0065] A model or module in this specification may refer to any form of computer program that operates based on a network function, an artificial neural network, and / or a neural network. Throughout this specification, the terms model, neural network, network function, and neural network may be used interchangeably. A neural network is a network in which one or more nodes are interconnected through one or more links to form input node and output node relationships within the network. The characteristics of a neural network can be determined based on the number of nodes and links within the neural network, the correlation between the nodes and links, and the weight value assigned to each link. A neural network may be composed of a set of one or more nodes. A subset of the nodes constituting the neural network may constitute a layer.

[0066] A deep neural network (DNN) may refer to a neural network that includes multiple hidden layers in addition to an input layer and an output layer. As shown in FIG. 3 as an example of this concept, a deep neural network is composed of one or more, preferably two or more, hidden layers in the middle.

[0067] These deep neural networks can include convolutional neural networks (CNNs), vision transformers, recurrent neural networks (RNNs), long short-term memory (LSTM) networks, generative pre-trained transformers (GPTs), autoencoders, generative adversarial networks (GANs), restricted boltzmann machines (RBMs), deep belief networks (DBNs), Q networks, U networks, Siamese networks, generative adversarial networks (GANs), transformers, etc.

[0068] Alternatively, depending on the embodiment, the deep neural network may be a model trained using transfer learning. Here, transfer learning refers to a learning method in which a large amount of unlabeled training data is pre-trained using a semi-supervised or self-learning method to obtain a pre-trained model (or base) having a first task, and then the pre-trained model is trained using labeled training data using a supervised learning method to fine-tune it to be suitable for a second task, thereby implementing a target model. One of the models trained using this transfer learning method includes, but is not limited to, BERT (Bidirectional Encoder Representations from Transformers).

[0069] In particular, in one embodiment, an artificial intelligence model, specifically a language model, may be used for search, which will be described later.

[0070] The description of the deep neural network described above is only an example, and the present disclosure is not limited thereto. In the case of the convolutional neural network illustrated in FIG. 4, it is composed of a feature extraction unit (feature learning) that extracts features from an image, and a classification unit (classification) that performs classification using the extracted features. The feature extraction unit may include, but is not limited to, a convolution layer that extracts features from an image using a kernel, a ReLU layer as one of the activation functions, and a pooling layer for reducing the dimensionality of the data. In addition, the classification unit may include, but is not limited to, a flatten layer that lines up the features extracted from the feature extraction unit, and a fully connected layer and a softmax function that actually perform classification.

[0071] Neural networks can learn through at least one of the following methods: supervised learning, unsupervised learning, semi-supervised learning, self-supervised learning, or reinforcement learning. Neural network learning can be the process of applying knowledge to the neural network to perform a specific action.

[0072] Neural networks can be trained to minimize output errors. This process involves repeatedly inputting training data into the neural network, calculating the neural network output and target error for the training data, and backpropagating the neural network error from the output layer to the input layer to update the weights of each node in the neural network to reduce the error. In supervised learning, labeled data is used for each training data, while unsupervised learning uses unlabeled data. The amount of change in the connection weights of each updated node can be determined by the learning rate. The neural network's calculation of input data and backpropagation of errors can constitute a learning cycle (epoch). The learning rate can vary depending on the number of iterations in the neural network's training cycle. Additionally, to prevent overfitting, methods such as increasing the training data, regularization, dropout that disables some nodes, and batch normalization layers can be applied.

[0073] Meanwhile, the model disclosed in one embodiment may borrow at least a portion of a transformer. The transformer may be composed of an encoder that encodes embedded data and a decoder that decodes the encoded data. The transformer may have a structure that receives a series of data, performs encoding and decoding steps, and outputs a series of data of different types. In one embodiment, the series of data may be processed into a form operable by the transformer. The process of processing the series of data into a form operable by the transformer may include an embedding process. Expressions such as data tokens, embedding vectors, and embedding tokens may refer to data embedded in a form operable by the transformer.

[0074] To encode and decode a series of data, a transformer can utilize an attention algorithm to process the encoders and decoders within the transformer. An attention algorithm can refer to an algorithm that, for a given query, calculates the similarity for one or more keys, reflects this similarity in the values ​​corresponding to each key, and then weights and sums the values ​​to which the similarity is reflected to calculate an attention value.

[0075] Depending on how the query, key, and value are configured, various types of attention algorithms can be categorized. For example, if attention is obtained by setting the query, key, and value all to the same value, this could be a self-attention algorithm. If attention is obtained by reducing the dimensionality of the embedding vector to process a series of input data in parallel and then generating individual attention heads for each segmented embedding vector, this could be a multi-head attention algorithm.

[0076] In one embodiment, the transformer may be composed of modules that perform multiple multi-head self-attention algorithms or multi-head encoder-decoder algorithms. In one embodiment, the transformer may also include additional components other than attention algorithms, such as embedding, normalization, and softmax. Methods for constructing a transformer using attention algorithms may include methods disclosed in Vaswani et al., Attention Is All You Need, 2017 NIPS, which is incorporated herein by reference.

[0077] A transformer can be applied to various data domains, such as embedded natural language, segmented image data, and audio waveforms, to transform a series of input data into a series of output data. To transform data with various data domains into a series of data that can be input to a transformer, the transformer can embed the data. The transformer can process additional data that expresses the relative positional relationship or phase relationship between the series of input data. Alternatively, vectors expressing the relative positional relationship or phase relationship between the input data can be additionally reflected in the series of input data to embed the series of input data. In one example, the relative positional relationship between the series of input data may include, but is not limited to, word order within a natural language sentence, the relative positional relationship between each segmented image, and the time order of segmented audio waveforms. The process of adding information expressing the relative positional relationship or phase relationship between the series of input data may be referred to as positional encoding.

[0078] Referring back to FIG. 2, let us examine the processor (130). First, the processor (130) according to one embodiment may perform technical features according to embodiments of the present disclosure, which will be described later, by executing at least one instruction stored in the memory (120). In one embodiment, the processor (130) may be configured with at least one core, and may include a processor for data analysis and / or processing, such as a central processing unit (CPU), a general purpose graphics processing unit (GPGPU), or a tensor processing unit (TPU) of the server (100).

[0079] This processor (130) can train a neural network or model designed using machine learning or deep learning methods. To this end, the processor (130) can perform calculations for neural network training, such as processing input data for training, extracting features from the input data, calculating errors, and updating the weights of the neural network using backpropagation.

[0080] Additionally, the processor (130) may perform inference for a predetermined purpose using a model implemented in an artificial neural network manner.

[0081] Hereinafter, let us look at various operations or functions that the server (100) can perform by executing at least one command stored in the memory (120) by the processor (130).

[0082] First, the processor (130) can control the communication unit (110). Through this, the server (100) can obtain information by communicating with various entities (200, 300, 400) illustrated in FIG. 1 through the communication unit (110).

[0083] Additionally, the processor (130) can read the aforementioned data or instructions stored in the memory (120) and record new data or instructions in the memory (120). Furthermore, the processor (130) can modify or delete data or instructions already recorded. This will be discussed in more detail below.

[0084] By executing at least one command stored in the memory (120) by the processor (130), the server (100) provides a business information input U / I for inputting business information to at least one of the product supplier terminal and the distributor terminal to perform a sharing service by a business information sharing server connected to the product supplier terminal and the distributor terminal, and receives the business information input through the business information input U / I.

[0085] In addition, by executing at least one command stored in the memory (120) by the processor (130), the server (100) converts the received business information into structured business information and transmits the converted structured business information to a terminal that satisfies a predetermined sharing condition.

[0086] The process of converting business information into formal business information can be primarily performed by a shared server. The shared server can analyze the entered business information according to predefined evaluation criteria, assessing its accuracy, currency, and source reliability. If these criteria are met, the shared server can automatically convert the information into formal business information. Furthermore, some business information may be supplemented by user evaluations to determine whether to convert it into formal business information. Users can review received business information and provide feedback assessing its validity. If the feedback reaches a certain level or meets certain criteria, the shared server can convert the information into formal business information. Conversely, if the feedback indicates that the information has low reliability, the shared server can request supplementation or postpone the conversion.

[0087] Feedback is a response from end users, which may include an evaluation of the validity, practicality, and areas for improvement of the information. End users can review and provide feedback after receiving structured business information, and this feedback can play a crucial role in helping the shared server optimize business information and enhance its reliability. Feedback can extend beyond mere opinions and be collected as quantitative or qualitative data. The shared server can analyze this data and automatically share only information recognized as best practice. This ensures the distribution of accurate and reliable information, encouraging users to provide and utilize more useful information.

[0088] Here, the structured business information may include at least one selected from the group consisting of the purpose, effect, details, and provider of the business information, generated based on the business information entered through the business information input U / I. In addition, the structured business information may be classified by at least one selected from the group consisting of the purpose, effect, details, and provider of the business information, included in the structured business information.

[0089] In addition, by executing at least one command stored in the memory (120) by the processor (130), the server (100) can update the formal business information based on user feedback from the terminal that received the formal business information. At this time, the formal business information can be classified according to changes resulting from the update.

[0090] In addition, the above-mentioned standard business information is selected as a best practice mode based on an evaluation by a user of a terminal that has received the above-mentioned standard business information, and the above-mentioned standard business information selected as the best practice mode can be automatically shared with a terminal that satisfies the above-mentioned sharing conditions.

[0091] In addition, the above-mentioned formal business information may be determined whether or not to maintain the information in the shared server based on updates made by the user of the terminal that received the above-mentioned formal business information.

[0092] In addition, the shared server may provide a reward to the provider of the business information for inputting the business information based on the evaluation of the shared server on the business information or feedback from a user of a terminal that has received the standardized business information converted from the business information.

[0093] Additionally, the above sharing conditions may include the affiliation and work of the terminal operator receiving the above standardized business information.

[0094] Additionally, the terminal into which the above business information is input and the terminal into which the standardized business information converted from the above business information is transmitted may be located in different countries.

[0095] In addition, the step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions may include a step of transmitting the confidentiality obligation of a user using the formal business information or the use restriction on the formal business information.

[0096] In addition, the step of converting the received business information into formal business information may include a step of evaluating the received business information to determine whether to convert it into formal business information; and a step of transmitting the result of the conversion of the business information into formal business information to the terminal into which the business information was input.

[0097] In addition, the step of converting the received business information into the formal business information may include the step of transmitting the received business information to a predetermined terminal; and the step of receiving an evaluation result for the business information from the predetermined terminal.

[0098] In addition, the method further includes a step of transmitting the business information input request to a terminal that satisfies a predetermined selection criterion among the terminals connected to the shared server, wherein the selection criterion may include at least one selected from the group consisting of product information, sales information, operating profit information, permit information, customer response information, and business evaluation information.

[0099] In addition, the business information input U / I may be provided with a predetermined description format, and the step of converting the business information into the standardized business information may include a step of evaluating descriptions for the predetermined description format.

[0100] In addition, the business information can be entered in any format in the above business information input U / I.

[0101] Additionally, the above business information input U / I can input identification information about the user of the terminal to which the above business information input U / I is provided.

[0102] Additionally, the step of receiving the business information entered through the business information input U / I may include a step of automatically collecting identification information about a user of a terminal to which the business information input U / I is provided.

[0103] In addition, the step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions may include a step of transmitting identification information about a user of the terminal that input the business information converted into the formal business information.

[0104] In addition, the step of receiving the business information may further include a step of receiving additional information about the business information from a user other than the user who entered the business information into the business information input U / I.

[0105] Additionally, additional information regarding the above business information may relate to the reliability and / or authenticity of the above business information.

[0106] In addition, the shared server is connected to a terminal of a product supplier who receives a product and delivers it to a distributor, and the step of providing the business information input U / I may include a step of providing the business information input U / I to the terminal of the supplier.

[0107] In addition, the step of converting the received business information into structured business information further includes a step of recommending content included in the structured business information by a previously learned structured business information recommendation model, and the structured business information may include items recommended by the structured business information recommendation model.

[0108] Additionally, the above-mentioned formal business information recommendation model may be a recommendation language model learned by fine-tuning a pre-learned model based on existing formal business information converted by a server.

[0109] Additionally, in the above fine-tuning, reinforcement learning by human feedback (RLHF) may be performed.

[0110] Hereinafter, the progress of various business information sharing services performed using a server (100) according to one embodiment will be examined. However, the following is merely exemplary, and the spirit of the present invention is not limited thereto.

[0111] FIG. 5 illustrates an example of a business information sharing process performed in a business information sharing server according to one embodiment.

[0112] Referring to FIG. 5, first, a business information U / I can be provided from a business information sharing server to an input terminal (S1000). Here, the input terminal is a terminal that provides information to the business information sharing server and may be a terminal of a product provider, distributor, or real estate agent. In addition, the input terminal can be connected to the business information sharing server and function as an input terminal without any restrictions on the type of terminal, as long as it can input information handled by the business information sharing server. Next, the business information sharing server can receive business information from the input terminal (S1100).

[0113] After receiving business information, the business information sharing server according to one embodiment can convert the business information into structured business information (S1200). Structured business information here refers to business information in various formats that has been converted into information with a consistent format for easy sharing and updating. Furthermore, structured business information may include at least one selected from the group consisting of the purpose, effect, details, and provider of the business information, generated based on business information entered through the business information input U / I.

[0114] Meanwhile, the converted formal business information is transmitted to a terminal that satisfies the sharing conditions (S1300) and can be utilized by the user of the terminal that received the information.

[0115] Here, sharing conditions may be applied only to terminals that meet specific criteria to ensure the proper transmission and protection of information. For example, the shared terminal may be a terminal belonging to a business operating in a specific industry, which may vary depending on the type of business information. Furthermore, the operator of the shared terminal may be a pre-authenticated user or a user with a certain level of trustworthiness. Trustworthiness may be calculated based on the accuracy of previously provided information, the user's activity history, or other evaluation indicators. These criteria can prevent indiscriminate information sharing with an unspecified number of people.

[0116] Meanwhile, regarding sharing methods, business information can be shared in real time or only when pre-defined conditions are met. For example, a shared server can be configured to allow sharing after a certain period of time, regardless of when specific business information was entered. Furthermore, business information can be disclosed only at certain times, depending on the user's request, and even after being shared, it can be automatically deleted or made private after a certain period of time. This approach can maintain information freshness, prevent excessive sharing of unnecessary information, and guarantee user choice.

[0117] FIG. 6 illustrates an example of a business information sharing process performed in a business information sharing server according to another embodiment.

[0118] Referring to FIG. 6, first, a business information U / I can be provided from a business information sharing server to an input terminal (S2000). Here, the input terminal is a terminal that provides information to the business information sharing server, and may be a terminal of a product provider, distributor, or real estate agent. In addition, the input terminal can function as an input terminal by being connected to the business information sharing server without any restrictions on the type of terminal, as long as it can input information handled by the business information sharing server. Next, the business information sharing server can receive business information from the input terminal (S2100).

[0119] After receiving business information, a business information sharing server according to an embodiment converts the business information into structured business information (S2200), and the converted structured business information can be transmitted to a terminal that satisfies the sharing conditions (S2300). At this time, the structured business information can be classified by at least one selected from the group consisting of the purpose, effect, details, and provider of the business information contained in the structured business information. Through this classification, the structured business information can be stored in a database and searched according to the classification system. Through this, users of the shared server can search for and utilize the business information they need.

[0120] Meanwhile, the transmitted formal business information is used on the shared terminal, and feedback on the formal business information is transmitted to the business information sharing server (S2400). After receiving the feedback on the formal business information, the business information sharing server can use this feedback to update the formal business information (S2500). The formal business information may also be classified based on the updated content.

[0121] FIG. 7 illustrates an example of a business information sharing process performed in a business information sharing server according to another embodiment.

[0122] Referring to Figure 7, first, a business information U / I is provided from a business information sharing server to an input terminal (S3000). Here, the input terminal is a terminal that provides information to the business information sharing server and may be a terminal of a product provider, distributor, or real estate agent. In addition, the input terminal can function as an input terminal by being connected to the business information sharing server without any restrictions on the type of terminal, as long as it can input information handled by the business information sharing server. Next, the business information sharing server receives business information from the input terminal (S3100).

[0123] After receiving business information, the business information sharing server receives additional information that can verify the received business information (S3200), and after verifying the business information using the additional information, the server can convert the business information into formal business information (S3300).

[0124] Thereafter, the converted formal business information is transmitted to a terminal that satisfies the sharing conditions (S3400), and after the transmitted formal business information is used in the sharing terminal, feedback of the formal business information can be transmitted to the business information sharing server (S3500).

[0125] The business information sharing server receives feedback on the structured business information, updates the structured business information using the feedback, selects a best practice mode by reflecting the feedback (S3600), and the selected best practice mode can be automatically transmitted to the shared terminal according to preset conditions (S3700). Here, the best practice mode may be structured business information that receives feedback from users of the structured business information that is evaluated at a certain level or higher. Structured business information that receives an evaluation at a certain level or higher may be maintained and shared as the best practice mode, whereas structured business information that receives an evaluation below a certain level may be deleted from the server's memory. Whether or not the structured business information is maintained in the shared server may be determined based on updates performed by the users of the terminals that received the structured business information.

[0126] In addition, the shared server may provide a reward to the provider of the business information for inputting the business information based on the evaluation of the shared server on the business information or feedback from a user of a terminal that has received the standardized business information converted from the business information.

[0127] Additionally, the sharing conditions may include the affiliation and job function of the terminal operator receiving the standardized business information. This allows the server to adjust the sharing of necessary information to the user. For example, when a server user conducts a search to obtain business information, the server can prioritize providing necessary information based on the user's affiliation and job function, and can also provide search results by excluding unnecessary information.

[0128] Additionally, the terminal where the business information is entered and the terminal where the formalized business information converted from the business information is transmitted may be located in different countries. This ensures that users of the terminals where the business information is entered are aware that the information they entered will not be searched, shared, or used in their home country.

[0129] Additionally, the step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions may include a step of communicating the confidentiality obligations of users using the formal business information or use restrictions on the formal business information. This allows users of terminals entering business information to avoid concerns about the security or leakage of their entered information, and to limit the scope of information use.

[0130] Additionally, the step of converting the received business information into formal business information may include a step of evaluating the received business information to determine whether to convert it into formal business information; and a step of transmitting the result of the conversion of the business information into formal business information to the terminal into which the business information was input. Through this, the user of the terminal inputting the business information can be aware that the information he or she input has been converted into formal business information and shared.

[0131] Additionally, the step of converting the received business information into the standardized business information may include: transmitting the received business information to a predetermined terminal; and receiving an evaluation result of the business information from the predetermined terminal. Once the business information is converted into standardized business information, it is shared with multiple users. To ensure that high-quality information is delivered to multiple users, the business information may be tested in advance before conversion. This information testing may be performed by users authenticated by the server, and the conversion of the business information may be determined after receiving evaluations from these users.

[0132] Furthermore, business information can be fully communicated even before it is converted to formal business information, allowing terminal users to review and provide feedback. While formal business information is designed to maintain a certain format, if the initial business information is communicated, feedback utilizing that information can be used to refine the process of conversion to formal business information. This allows for easier distribution, management, and updates during the conversion to formal business information without sacrificing essential information.

[0133] In addition, the method further includes a step of transmitting the business information input request to a terminal connected to the shared server that meets a predetermined selection criteria, wherein the selection criteria may include at least one selected from the group consisting of product information, sales information, operating profit information, permit information, customer response information, and business evaluation information. Through this, only the information among the entered business information that meets the predetermined criteria can be converted into formal business information and shared.

[0134] Additionally, the business information input UI may be provided with a predefined entry format, and the step of converting the business information into the standardized business information may include evaluating the information contained in the predefined entry format. This form evaluation can prevent the indiscriminate entry of business information and is expected to serve as a minimal barrier to entry of business information.

[0135] In addition, the business information can be entered in any format in the above business information input U / I.

[0136] Additionally, the business information input UI can input identification information about the user of the terminal to which the business information input UI is provided. This eliminates anonymity in information shared via the server, thereby enhancing its reliability.

[0137] Additionally, the step of receiving the business information entered through the business information input U / I may include a step of automatically collecting identification information about a user of a terminal to which the business information input U / I is provided.

[0138] In addition, the step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions may include a step of transmitting identification information about a user of the terminal that input the business information converted into the formal business information.

[0139] Additionally, the step of receiving the business information may further include receiving additional information about the business information from a user other than the user who entered the business information into the business information input UI. For example, the information inputter other than the user who entered the business information may be a user who can verify the reliability and authenticity of the entered business information. This can further ensure the reliability of the business information shared on the server.

[0140] Additionally, additional information regarding the above business information may relate to the reliability and / or authenticity of the above business information.

[0141] In addition, the shared server is connected to a terminal of a product supplier who receives a product and delivers it to a distributor, and the step of providing the business information input U / I may include a step of providing the business information input U / I to the terminal of the supplier.

[0142] In addition, the step of converting the received business information into structured business information further includes a step of recommending content included in the structured business information by a previously learned structured business information recommendation model, and the structured business information may include items recommended by the structured business information recommendation model.

[0143] Additionally, the above-mentioned formal business information recommendation model may be a recommendation language model learned by fine-tuning a pre-learned model based on existing formal business information converted by a server.

[0144] Additionally, in the above fine-tuning, reinforcement learning by human feedback (RLHF) may be performed.

[0145] Figure 8 illustrates an exemplary flowchart of a method for sharing business information according to one embodiment. This flowchart is merely exemplary, and the scope of the present invention is not limited thereto. For example, depending on the embodiment, each step may be performed in a different order than that illustrated in Figure 8, or at least one step not illustrated in Figure 8 may be additionally performed, or at least one of the steps illustrated in Figure 8 may not be performed.

[0146] Referring to FIG. 8, a step (S100) of providing a business information input U / I for entering business information is performed on at least one of the product supplier terminal and distributor terminal.

[0147] Additionally, a step (S200) of receiving the business information entered through the business information input U / I is performed.

[0148] Additionally, a step (S300) of converting the received business information into structured business information is performed.

[0149] In addition, a step (S400) of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions is performed.

[0150] Meanwhile, the method according to the various embodiments described above can be implemented in the form of a computer program stored in a computer-readable recording medium programmed to perform each step of the method, and can also be implemented in the form of a computer-readable recording medium storing a computer program programmed to perform each step of the method.

[0151] The above description is merely an illustrative illustration of the technical idea of ​​the present invention, and those skilled in the art will appreciate that various modifications and variations can be made without departing from the essential quality of the present invention. Therefore, the embodiments disclosed in the present invention are intended to illustrate, rather than limit, the technical idea of ​​the present invention, and the scope of the technical idea of ​​the present invention is not limited by these embodiments. The scope of protection of the present invention should be interpreted by the following claims, and all technical ideas within a scope equivalent thereto should be interpreted as being included in the scope of the rights of the present invention.

Claims

1. A computer implementation method for performing a sharing service by a business information sharing server connected to a product supplier terminal and a distributor terminal, (a) a step of providing a business information input U / I for entering business information to at least one of the product supplier terminal and distributor terminal; (b) a step of receiving the business information entered through the business information input U / I; (c) a step of converting the received business information into structured business information; (d) a step of transmitting the converted formal business information to a terminal that satisfies predetermined sharing conditions; A computer implemented method comprising:

2. In paragraph 1, The above structured business information includes at least one selected from the group consisting of the purpose, effect, details and provider of the business information, generated based on the business information entered through the business information input U / I. Computer implementation method.

3. In paragraph 2, The above structured business information is classified by at least one selected from the group consisting of the purpose, effect, details of the business information and the provider of the business information. Computer implementation method.

4. In paragraph 3, The above formal business information is updated by user feedback provided from the terminal that received the above formal business information. Computer implementation method.

5. In paragraph 4, The above formal business information is reclassified according to changes after the above update. Computer implementation method.

6. In paragraph 1, The above-mentioned standard business information is selected as a best practice mode based on the evaluation (feedback?) of the user of the terminal that received the above-mentioned standard business information, and the above-mentioned standard business information selected as the best practice mode is automatically shared with the terminal that satisfies the above-mentioned sharing conditions. Computer implementation method.

7. In paragraph 1, The above-mentioned standard business information is determined whether or not the information is maintained in the shared server according to the update performed by the user of the terminal that received the above-mentioned standard business information. Computer implementation method.

8. In paragraph 1, The above shared server provides the above business information to the provider, Providing compensation for inputting the business information based on the evaluation of the shared server for the business information or the feedback of the user of the terminal that received the standardized business information converted from the business information. Computer implementation method.

9. In paragraph 1, The above sharing conditions include the affiliation and work of the terminal operator receiving the above standardized business information. Computer implementation method.

10. In paragraph 1, The terminal into which the above business information is input and the terminal to which the standardized business information converted from the above business information is transmitted are located in different countries. Computer implementation method.

11. In paragraph 1, The step of transmitting the converted formal business information to a terminal that satisfies the predetermined sharing conditions is as follows: A step of conveying the confidentiality obligation of the user using the above-mentioned standard business information or the use restriction on the above-mentioned standard business information. Computer implementation method.

12. In paragraph 1, The step of converting the above received business information into formal business information is: A step of evaluating the received business information and determining whether to convert it into the formal business information; and A step of transmitting the result of conversion of the business information into the formal business information to the terminal into which the business information is input. Computer implementation method.

13. In paragraph 1, The step of converting the above-mentioned received business information into the above-mentioned formal business information is: A step of transmitting the received business information to a predetermined terminal; and A step of receiving an evaluation result for the business information from the predetermined terminal Computer implementation method.

14. In paragraph 1, Further comprising a step of transmitting the business information input request to a terminal that satisfies a predetermined selection criterion among the terminals connected to the shared server, The above selection criteria include at least one selected from the group consisting of product information, sales information, operating profit information, licensing information, customer response information, and business evaluation information. Computer implementation method.

15. In paragraph 1, The above business information input U / I provides a pre-defined entry form, The step of converting the above business information into the above formal business information includes the step of evaluating the description details for the predetermined description format. Computer implementation method.

16. In paragraph 1, In the above business information input U / I, the above business information is entered in any format. Computer implementation method.

17. In paragraph 1, The above business information input U / I is used to input identification information about the user of the terminal where the above business information input U / I is provided. Computer implementation method.

18. In paragraph 1, The step of receiving the business information entered through the above business information input U / I is as follows: A step of automatically collecting identification information about a user of a terminal to which the above business information input U / I is provided Computer implementation method.

19. In paragraph 1, The step of transmitting the converted formal business information to a terminal that satisfies the predetermined sharing conditions is as follows: A step of transmitting identification information about a user of a terminal that has entered business information converted into the above-mentioned standardized business information. Computer implementation method.

20. In paragraph 1, The steps of receiving the above business information are: Further comprising a step of receiving additional information about the business information from a user other than the user who entered the business information into the business information input U / I. Computer implementation method.

21. In paragraph 20, Additional information regarding the above business information is available regarding the reliability and / or authenticity of the above business information. Computer implementation method.

22. In paragraph 1, The above shared server is connected to the terminal of the product supplier who receives the product and delivers it to the distributor, The step of providing the above business information input U / I includes the step of providing the above business information input U / I to the terminal of the supplier. Computer implementation method.

23. In paragraph 1, In the step of converting the above received business information into structured business information, The content included in the above-mentioned formal business information further includes a step of recommending by a pre-learned formal business information recommendation model, The above formal business information includes items recommended by the above formal business information recommendation model. Computer implementation method.

24. In paragraph 23, The above-mentioned formal business information recommendation model is a recommendation language model learned by fine-tuning a pre-learned model based on existing formal business information converted by the server. Computer implementation method.

25. In paragraph 24, In the above fine tuning, Reinforcement Learning by Human Feedback (RLHF) was performed. Computer implementation method.

26. A computer program stored on a computer-readable recording medium that is executed to include each step included in any one of paragraphs 1 to 25.

27. A computer-readable recording medium storing a computer program that is performed to include each step included in any one of paragraphs 1 to 25.

28. As a business information sharing server connected to product supplier terminals and distributor terminals, a memory storing at least one instruction; and Includes a processor, By executing at least one instruction by the processor, (a) Providing a business information input U / I for entering business information to at least one of the product supplier terminal and distributor terminal; (b) Receive the business information entered through the business information input U / I; (c) converting the received business information into structured business information; and (d) Transmitting the converted formal business information to a terminal that satisfies the pre-determined sharing conditions. Business information sharing server.

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