JP7068742B2 - Asset management systems, asset management methods, and programs - Google Patents

Description

The present invention relates to an asset management system, an asset management method, and a program for learning user's purchase information regarding electronic commerce and performing asset management on the Internet.

Although electronic commerce via the Internet has become common, there is a problem that the transaction history is often accumulated only on the electronic commerce site and cannot be effectively used for the user's own asset management. The inventor of the present invention facilitates management by centrally managing previously purchased products as assets on a server accessible to the user, and in addition, by collectively processing up to accounting processing. Focusing on improving user convenience from the perspective of book processing, in Patent Document 1, the products purchased by the user are registered as assets and centrally managed on the Internet, and accounting including the creation of books from purchase information. We proposed a method to perform processing all at once.

JP 2015-210607

However, in the method of Patent Document 1, there is a possibility that the product information cannot be acquired well due to the performance of the product information acquisition means for acquiring the product information. In addition, the account item is also determined by the combination of many factors such as the amount of money, the number of people, the number of people, and the useful life, and the accuracy of the account item identification means also affects the performance of the system.

To solve this problem, the present inventor analyzes the mail received by the user at the time of purchase, and when registering the purchase information in the asset management system, the present invention learns the received mail to register the product information. We focused on the fact that it is possible to improve the acquisition accuracy and the identification accuracy of accounts.

The present invention includes an asset database and an accounting information database, and in an asset management system that manages the assets of a target user, the asset management that learns the purchase information of the user regarding electronic commerce and manages the assets on the Internet. The purpose is to provide systems, asset management methods, and programs.

The present invention provides the following solutions.

The invention according to the first feature is
It is an asset management system that has an asset database and an accounting information database and manages the assets of the target user.
As an acquisition means for receiving the purchase information of the product by the user and acquiring the product information of the product included in the purchase information based on the learning result of the purchase information and the product information by teacher learning or machine learning or deep learning. ,
When the purchase information and the product are registered in the asset database as the user's assets based on the received purchase information and the acquired product information, the user's assets are actually registered in the asset database. An asset registration means for having the user confirm the registered contents, accepting the editing of the product information as necessary, and registering the product information for which the selection from the user has been accepted in the asset database.
Based on the product information specified in the past and the learning result by teacher learning or machine learning with the account, the account identification means for specifying the account of the acquired product information, and the account identification means.
An accounting information registration means that associates the acquired product information with the specified account and registers it in the accounting information database as accounting information.
Equipped with
The accounting information registration means registers purchase information and information for determining that the product is not registered in the asset database when the asset registration means does not register the product as the user's asset in the asset database. It provides an asset management system characterized by doing so.

According to the invention according to the first feature, the asset management system having an asset database and an accounting information database and managing the assets of the target user receives the purchase information of the product by the user and the purchase information. Based on the learning result by teacher learning or machine learning or deep learning with the product information, the product information of the product included in the purchase information is acquired, and based on the received purchase information and the acquired product information. , When registering the purchase information and the product as the user's assets in the asset database, have the user confirm the registered contents before actually registering the user's assets in the asset database, and if necessary. The product information that has been edited and selected by the user is registered in the asset database, and the product information specified in the past and the learning result by teacher learning or machine learning with the accounting item are accepted. Based on, the account item of the acquired product information is specified, the acquired product information is associated with the specified account item and registered in the accounting information database as accounting information, and the purchase information and the product are stored in the user. When not registered in the asset database as an asset of the above, information for determining that the registration was not performed in the asset database is registered .

The invention according to the first feature is a category of asset management system, but the same operation and effect can be obtained even with an asset management method and a program.

The invention according to the second feature is an asset management system according to the first feature.
An asset characterized by registering depreciation processing information at the time of registering the acquired product information and the specified account as accounting information in the accounting information database by the accounting information registration means. Provide a management system.

According to the invention according to the second feature, when the asset management system according to the first feature associates the acquired product information with the specified account and registers it in the accounting information database as accounting information. Also, register the depreciation processing information .

The invention according to the third feature is
It is an asset management method executed by an asset management system that has an asset database and an accounting information database and manages the assets of the target user.
A step of receiving product purchase information by the user, learning the purchase information by supervised learning, machine learning, or deep learning , and acquiring product information of the product included in the purchase information.
A step of registering the purchase information and the product as the user's asset in the asset database based on the received purchase information and the acquired product information.
Based on the product information identified in the past and the learning result by teacher learning or machine learning with the account, the step to specify the account of the acquired product information, and
A step of associating the acquired product information with the specified account and registering it in the accounting information database as accounting information.
Provide an asset management method characterized by providing.

The invention according to the fourth feature is
An asset management system that has an asset database and an accounting information database and manages the assets of the target user.
A step of receiving product purchase information by the user, learning the purchase information by supervised learning, machine learning, or deep learning , and acquiring product information of the product included in the purchase information.
A step of registering the purchase information and the product as the user's assets in the asset database based on the received purchase information and the acquired product information.
Steps to identify the account of the acquired product information based on the learning result by teacher learning or machine learning with the product information specified in the past and the account .
A step of associating the acquired product information with the specified account and registering it in the accounting information database as accounting information.
Provides a computer-readable program for running.

According to the present invention, in an asset management system having an asset database and an accounting information database and managing the assets of a target user, the purchase information of the user regarding electronic commerce is learned and the asset management is performed on the Internet. It will be possible to provide asset management systems, asset management methods, and programs.

FIG. 1 is a schematic diagram of a preferred embodiment of the present invention. FIG. 2 is a diagram showing the relationship between the functional blocks of the terminal 100 and the computer 200 and each function. FIG. 3 is a flowchart of the terminal 100 and the computer 200 when performing the asset registration process and the accounting information registration process. FIG. 4 is a flowchart of the terminal 100 and the computer 200 when the asset registration process and the accounting information registration process are performed based on the learning of the purchase information performed in advance. FIG. 5 is an example of an asset table in the asset database 231. FIG. 6 is an example of the accounting information table in the accounting information database 232. FIG. 7 is a diagram showing an example of a confirmation screen as to whether or not to register purchase information. FIG. 8 is a diagram showing an example of a confirmation screen of the contents to be registered in the asset database 231. FIG. 9 is a diagram showing an example of a confirmation screen of the contents to be registered in the accounting information database 232.

Hereinafter, the best mode for carrying out the present invention will be described with reference to the drawings. It should be noted that this is only an example, and the technical scope of the present invention is not limited to this.

[Overview of asset management system]
FIG. 1 is a schematic diagram of a preferred embodiment of the present invention. The outline of the present invention will be described with reference to FIG. The asset management system includes a terminal 100, a computer 200, and a communication network 300.

In FIG. 1, the number of terminals 100 is not limited to one, and may be plural. Further, the computer 200 is not limited to an existing device, but may be a virtual device.

As shown in FIG. 2, the terminal 100 includes a control unit 110, a communication unit 120, a storage unit 130, and an input / output unit 140. Further, as shown in FIG. 2, the computer 200 is also composed of a control unit 210, a communication unit 220, a storage unit 230, and an input / output unit 240. The control unit 210 realizes the acquisition module 211 in cooperation with the communication unit 220 and the storage unit 230. Further, the control unit 210 cooperates with the storage unit 230 to realize the asset registration module 212, the account item identification module 213, and the accounting information registration module 214. The storage unit 230 includes an asset database 231 and an accounting information database 232. The communication network 300 may be a public communication network such as the Internet or a dedicated communication network, and enables communication between the terminal 100 and the computer 200.

The terminal 100 is a terminal device owned by a user who uses the asset management system. The terminal 100 includes, for example, in addition to mobile phones, mobile information terminals, tablet terminals, and personal computers, electric appliances such as netbook terminals, slate terminals, electronic book terminals, and portable music players, smart glasses, head-mounted displays, and the like. Wearable terminals and other items. The smartphone illustrated as the terminal 100 is just one example.

In the asset management system of FIG. 1, first, the control unit 110 of the terminal 100 transmits purchase information of a user who wants to be managed by the asset management system via the communication unit 120 (step S01). The purchase information here is the mail received by the user when the product is purchased or received, the image data obtained by capturing the receipt or invoice, the data such as the character string obtained by OCR processing the image data, and the EC. (Electric Commerce) Site data and the like. The purchase information may be transmitted as an API parameter. Further, the asset management system may perform a login process for identifying a user before or when the purchase information is transmitted.

Next, the acquisition module 211 of the computer 200 receives the purchase information (step S02).

The acquisition module 211 learns the purchase information received in step S02 and acquires the product information of the product included in the purchase information (step S03). The product information here shall include the purchase date, product name, price, quantity, and the like.

In order to automatically acquire product information from purchase information, humans may perform teacher learning to specify which part of the purchase information contains product information, or machine learning or deep learning (deep learning). You may use it. Further, since it is desirable that the number of data is large for learning, the purchase information received from the plurality of terminals 100 in advance may be used for learning.

The asset registration module 212 registers the product in the asset database 231 based on the purchase information received in step S02 and the product information acquired in step S03 (step S04). Here, the items to be registered in the asset database 231 include the purchase date, the product name, the price, the quantity, the asset ID, and the like. The asset ID will be described later.

The account item specifying module 213 specifies the account item of the product based on the product information acquired in step S03 (step S05).

Finally, the accounting information registration module 214 associates the product information acquired in step S03 with the account item specified in step S05 and registers it in the accounting information database 232 as accounting information (step S06). Here, the items to be registered in the accounting information database 232 include the purchase date, the description, the amount, the account item, the asset ID, the accounting information ID, and the like. The accounting information ID will be described later.

As described above, according to the present invention, in an asset management system having an asset database and an accounting information database and managing the assets of a target user, the purchase information of the user related to electronic commerce is learned and the asset management is performed. It will be possible to provide asset management systems, asset management methods, and programs that perform on the Internet.

[Explanation of each function]
FIG. 2 is a diagram showing the relationship between the functional blocks of the terminal 100 and each function. The terminal 100 includes a control unit 110, a communication unit 120, a storage unit 130, and an input / output unit 140. The computer 200 includes a control unit 210, a communication unit 220, a storage unit 230, and an input / output unit 240. The control unit 210 realizes the acquisition module 211 in cooperation with the communication unit 220 and the storage unit 230. Further, the control unit 210 cooperates with the storage unit 230 to realize the asset registration module 212, the account item identification module 213, and the accounting information registration module 214. The storage unit 230 includes an asset database 231 and an accounting information database 232. The communication network 300 may be a public communication network such as the Internet or a dedicated communication network, and enables communication between the terminal 100 and the computer 200.

The terminal 100 is a terminal device owned by a user who uses the asset management system. The terminal 100 includes, for example, in addition to mobile phones, mobile information terminals, tablet terminals, and personal computers, electric appliances such as netbook terminals, slate terminals, electronic book terminals, and portable music players, smart glasses, head-mounted displays, and the like. Wearable terminals and other items. The smartphone illustrated as the terminal 100 is just one example.

The terminal 100 includes a CPU (Central Processing Unit), a RAM (Random Access Memory), a ROM (Read Only Memory), and the like as the control unit 110.

As the communication unit 120, a device for enabling communication with other devices, for example, a Wi-Fi (Wiress Fidelity) compatible device compliant with 802.11, or an IMT-2000 such as a 3rd generation or 4th generation mobile communication system. Equipped with a wireless device that conforms to the standard. It may be a wired LAN connection.

Further, the storage unit 130 includes a data storage unit using a hard disk or a semiconductor memory, and stores data and the like necessary for processing.

The input / output unit 140 is provided with functions necessary for using the asset management system. As an example for realizing input, it is possible to provide a liquid crystal display that realizes a touch panel function, a keyboard, a mouse, a pen tablet, a hardware button on the device, a microphone for performing voice recognition, and the like. As an example for realizing the output, a liquid crystal display, a PC display, a display such as a projection on a projector, and a form such as an audio output can be considered. The function of the present invention is not particularly limited by the input / output method.

The computer 200 may be a general computer having the functions described later. Further, the device is not limited to an existing device, and may be a virtual device.

The computer 200 includes a CPU, RAM, ROM, and the like as the control unit 210. The control unit 210 realizes the acquisition module 211 in cooperation with the communication unit 220 and the storage unit 230. Further, the control unit 210 cooperates with the storage unit 230 to realize the asset registration module 212, the account item identification module 213, and the accounting information registration module 214.

As the communication unit 220, a device for enabling communication with other devices, for example, a Wi-Fi compatible device compliant with IEEE802.11 or an IMT-2000 standard such as a 3rd generation or 4th generation mobile communication system is compliant. Equipped with wireless devices and the like. It may be a wired LAN connection.

As the storage unit 230, a data storage unit using a hard disk or a semiconductor memory is provided. Further, the storage unit 230 includes an asset database 231 and an accounting information database 232.

The input / output unit 240 is provided with functions necessary for managing the contract management system. As an example for realizing input, it is possible to provide a liquid crystal display that realizes a touch panel function, a keyboard, a mouse, a pen tablet, a hardware button on the device, a microphone for performing voice recognition, and the like. As an example for realizing the output, a liquid crystal display, a PC display, a display such as a projection on a projector, and a form such as an audio output can be considered. The function of the present invention is not particularly limited by the input / output method.

[Asset registration process and accounting information registration process]
FIG. 3 is a flowchart of the terminal 100 and the computer 200 when performing the asset registration process and the accounting information registration process. The process executed by each of the above-mentioned modules will be described in accordance with this process.

First, the control unit 110 of the terminal 100 communicates with the computer 200 via the communication unit 120 and logs in to the asset management system (step S301). Here, by performing the login process, the target user can be specified. It is assumed that the account information and the authentication information necessary for logging in are transmitted to the computer 200 together with the login request. The account information is a name, a nickname, an ID, etc., and the authentication information is a password, a passphrase, an IC card, a smart card, a fingerprint, an iris, or the like. The user who uses the asset management system may be an individual or a corporation. In the case of a corporation, it is desirable to include information that can identify both the corporation and the individual in the account information so that the user in the corporation can be identified.

Next, the control unit 110 transmits the purchase information of the user to be managed by the asset management system to the computer 200 via the communication unit 120 (step S302). The purchase information here is the mail received by the user when the product is purchased or received, the image data obtained by capturing the receipt or invoice, the data such as the character string obtained by OCR processing the image data, and the EC. Site data, etc. The purchase information may be transmitted as an API parameter.

FIG. 7 is a diagram showing an example of a confirmation screen as to whether or not to register purchase information. This screen may be automatically activated by the asset management system monitoring whether the user has completed the purchase process, or may be manually activated by the user. Further, although an example of displaying the screen on the input / output unit 140 of the terminal 100 is shown here, it is possible to select whether to register the purchase information by using voice output, voice recognition, or the like. In FIG. 7, the purchase procedure completion email received by the user is displayed on the display unit 701 of the screen, and the user is made to select whether or not to register the purchase information with the button at the bottom of the screen. By selecting the button 702 to be registered, the purchase information transmission process (step S302) on the terminal 100 is executed. By selecting the button 703 that does not register, the process ends without registering the purchase information. By selecting the button 704 to be registered later, the purchase information registration process is performed later. Although not shown here, the timing for performing the registration process later may also be set. As the timing for performing the registration process later, the user may be allowed to select a date and time, or the control unit 110 of the terminal 100 picks up and sets a specific date such as a scheduled delivery date included in the received purchase information. May be acceptable.

The acquisition module 211 of the computer 200 receives the purchase information from the terminal 100 (step S303).

The acquisition module 211 of the computer 200 confirms whether or not to learn the purchase information (step S304). If learning is performed, the process proceeds to the next step S305, and if learning is not performed, the process proceeds to step S306. Whether or not to perform learning may be set in the asset management system. Further, if the accuracy of automatically acquiring the product information from the purchase information is equal to or higher than the reference value, learning may not be performed, and learning may be performed only when the accuracy is lower than the reference value.

In the case of the setting for learning the purchase information, the acquisition module 211 performs learning for automatically acquiring the product information from the purchase information received in step S303 (step S305). The learning may be supervised learning in which a human specifies which part of the purchase information contains the product information, or machine learning or deep learning (deep learning) may be used. Further, since it is desirable that the number of data is large for learning, the purchase information received from the plurality of terminals 100 in advance may be used for learning.

The acquisition module 211 acquires the product information of the product included in the purchase information according to the learning result (step S306). The product information here shall include the purchase date, product name, price, quantity, and the like. In addition, the name of the store where the product was purchased, the warranty period, the order number, the estimated delivery date, and the like may be included.

The asset registration module 212 of the computer 200 registers the product in the asset database 231 based on the purchase information received in step S303, the product information acquired in step S306, and the information of the logged-in user (step S307). ). Here, the items to be registered in the asset database 231 include the purchase date, the product name, the price, the quantity, the asset ID, and the like.

FIG. 8 is a diagram showing an example of a confirmation screen of the contents to be registered in the asset database 231. Although not shown in FIG. 3, the asset registration module 212 may display this screen before actually performing asset registration in step S307 and have the user confirm the registered contents. When displaying FIG. 8, it is assumed that necessary data is transmitted and received between the computer 200 and the terminal 100 in a timely manner. Here, the product information acquired in step S306 is displayed on the display unit 801 of the screen of the terminal 100, and the product information is edited as necessary. Here, the edited product information is stored in the storage unit 230 together with the purchase information, and is fed back to the learning of the acquisition module 211, so that the accuracy of automatic acquisition of the product information can be further improved. In addition, on this screen, it is also possible to select whether or not to save the mail received by the user corresponding to the purchase information, the product information such as the manual, and the like. The setting 802 shows an example of a screen that allows the user to select whether or not to save the e-mail from which the information has been acquired. Here, since "Save" is selected by the radio button, the mail received by the user is also registered in the asset database 231 so that the user can refer to it later. Further, the setting 803 shows an example of a screen that allows the user to select whether or not to save the product information. Here, if you mark the check box, you can specify the file in the input field 804 in the "Save file" setting, and you can specify the URL in the input field 805 in the "Save URL" setting. An example is shown. Here, by selecting the registration button 806, the asset registration module 212 registers the information selected on this screen together with the product information in the asset database 231. When the cancel button 807 is selected, the process may be terminated without registering the purchase information, or the screen may be changed to the previous screen.

FIG. 5 is an example of an asset table in the asset database 231. Here, the asset ID, purchase date, purchase store, product name, price (yen), quantity, and warranty period are registered. For example, the purchase information in the example of FIG. 7 is described by the asset registration module 212 as "asset ID: 10002, purchase date: 2016/11/15, purchase store: PC_AB, product name: PC-2016 notebook PC, price (yen) :. It is registered in the asset database 231 as "148,000, quantity: 1, warranty period: 3 years". Here, the asset ID is a unique ID assigned so that information in the asset database 231 can be easily managed. The asset ID may be assigned in the order of registration in the asset database 231. The purchase date, purchase store, product name, price (yen), quantity, and warranty period are acquired by the acquisition module 211 as product information in step S306. Further, although not shown in FIG. 5, the information of the logged-in user may be held in the asset table in the asset database 231 as a registrant, or the name of the person who purchased from the purchase information may be used as the product information. The acquired item may be retained as a purchaser in the asset table in the asset database 231. Further, when saving the e-mail from which the information has been acquired or saving the file or URL as the product information is selected on the confirmation screen of the registered contents in FIG. 8 described above, these information are combined in the asset database 231. It may be kept in the asset table.

Returning to the flow of FIG. 3, the account item specifying module 213 of the computer 200 specifies the account item of the product based on the product information acquired in step S306 (step S308). It is desirable that the account specified here is both a debit account and a credit account. In particular, debit accounts vary by amount and require specific accuracy. For example, software depends on the amount of money, whether it is a consumable item or a software intangible fixed asset. In addition, the judgment of meeting fee and entertainment fee must be made according to the amount of money and the number of people.

The accounting information registration module 214 of the computer 200 associates the product information acquired in step SS306 with the account item specified in step S308 and registers it in the accounting information database 232 as accounting information (step S309). Here, the items to be registered in the accounting information database 232 include the purchase date, the description, the amount, the account item, the asset ID, the accounting information ID, and the like.

FIG. 9 is a diagram showing an example of a confirmation screen of the contents to be registered in the accounting information database 232. Although not shown in FIG. 3, the accounting information registration module 214 may display this screen before actually registering the accounting information in step S309 and have the user confirm the registered contents. When displaying FIG. 9, it is assumed that necessary data is transmitted and received between the computer 200 and the terminal 100 in a timely manner. Here, the accounting information is displayed on the display unit 901 of the screen of the terminal 100, and the accounting information is edited as necessary. Here, the edited accounting information is stored in the storage unit 230 together with the purchase information and the product information, and is fed back to the learning of the account item identification module 213 to further improve the accuracy of the account item identification. can. The supervised learning for improving the specific accuracy of the account of the account identification module 213 may be performed at the same timing as the learning of the purchase information in step S305, or may be performed when the processing load of the computer 200 is light. Alternatively, it may be performed after a certain number or more of data that can be used for supervised learning have been accumulated. In addition, if depreciation processing is required for the accounting information to be registered on this screen, the content may be selected. FIG. 9 shows an example in which the processing method is selected in the setting 902 because a PC having a price of 148,000 yen is purchased. Here, the radio button is selected from four options: "Recommended (automatic accounting)", "Batch depreciable assets", "Apply special provisions for small depreciable assets", and "Depreciable assets". The state in which "Recommended (automatic accounting)" is selected in is shown in the figure. Here, by selecting the registration button 903, the accounting information registration module 214 registers the information related to the depreciation processing selected on this screen together with the accounting information in the accounting information database 232. When the cancel button 904 is selected, the processing may be terminated without registering the accounting information, or the screen may be changed to the previous screen.

FIG. 6 is an example of the accounting information table in the accounting information database 232. Here, the accounting information ID, the asset ID, the purchase date, the description, the amount (yen), the depreciation account, the depreciation period, and the credit account are registered. For example, the accounting information in the examples of FIGS. 7 and 8 is described by the accounting information registration module 214 as "accounting information ID: 20160002, asset ID: 1002, purchase date: 2016/11/15, description: PC-2016 notebook PC, amount of money. (Yen): 148,000, debit account: equipment cost, depreciation period: 4 years, credit account: ordinary deposit "is registered in the accounting information database 232. Here, the accounting information ID is a unique ID assigned so that the information in the accounting information database 232 can be easily managed. The accounting information ID may be assigned in the order of registration in the accounting information database 232. The purchase date, purchase store, description, and price (yen) are acquired by the acquisition module 211 as product information in step S306. The debit account, depreciation period, and credit account are those specified by the account identification module 213 in step S308. In the accounting information table, the product name in the asset table is used as a description, and the price (yen) is paraphrased as the amount (yen). Further, although not shown in FIG. 6, the information of the registrant or the purchaser may be retained in the accounting information table in the accounting information database 232. Further, when the content related to depreciation processing is selected on the registration content confirmation screen of FIG. 9 described above, these information may be stored together in the accounting information table in the accounting information database 232.

Returning to the flow of FIG. 3, the control unit 210 of the computer 200 notifies the terminal 100 of the completion of the asset registration and the accounting information registration via the communication unit 220 (step S310).

Upon receiving the registration completion notification from the computer 200, the control unit 110 of the terminal 100 registers the contents of the asset registration registered in the asset database 231 and the accounting information registration registered in the accounting information database 232 in the input / output unit 140 of the terminal 100. The contents are output (step S311). The output here may be screen display or audio output, and the present patent is not limited by the output method. If the registration is not performed, a message to that effect may be displayed.

In the flowchart of FIG. 3, the case where the asset is registered in the asset database 231 and the accounting information is registered in the accounting information database 232 by transmitting the purchase information from the terminal 100 is described. By utilizing this asset management system and transmitting information on food and drink expenses from the terminal 100, for example, as purchase information, the process proceeds without registering assets in the asset database 231 in step S307, and the accounting information database 232 in step S309. You may register the accounting information in. In that case, when specifying the account in step S308, learning about the account is performed so that the determination of the meeting fee or the entertainment fee can be appropriately performed according to the amount and the number of people. In the accounting information table in the accounting information database 232 of FIG. 6, the accounting information ID: 20160005 is an example of the debit account as an example of the meeting fee, and the accounting information ID: 20160006 is an example of the debit account as the entertainment expense. In these examples of not registering in the asset database 231, fill in the accounting information table so that it can be determined that there is no registration in the asset database 231 such as "asset ID: one". Is desirable.

As described above, according to the present invention, in an asset management system having an asset database and an accounting information database and managing the assets of a target user, the user's purchase information and account items related to electronic commerce are learned. , It will be possible to provide asset management systems, asset management methods, and programs that manage assets on the Internet.

[Asset registration processing and accounting information registration processing based on prior purchase information learning]
FIG. 4 is a flowchart of the terminal 100 and the computer 200 when the asset registration process and the accounting information registration process are performed based on the learning of the purchase information performed in advance. The process executed by the module of each device described above will be described in accordance with this process.

First, the acquisition module 211 of the computer 200 acquires purchase information for learning purchase information (step S401). Since it is desirable that the acquisition of purchase information here has a large number of data for learning, the acquisition is not limited to the reception of purchase information from the terminal 100, and the purchase information stored in the past can be acquired from the storage unit 230. , The purchase information recorded on the recording medium may be acquired.

Next, the acquisition module 211 performs learning for acquiring the product information of the product included in the purchase information (step S402). The learning may be supervised learning in which a human specifies which part of the purchase information contains the product information, or machine learning or deep learning (deep learning) may be used. If sufficient learning can be performed in advance in steps S401 and S402, sufficient accuracy can be obtained for acquiring product information without learning every time the purchase information is received from the terminal 100. , It is possible to improve the response to the user. The timing for executing step S401 and step S402 may be set in the asset management system. Further, if the accuracy of automatically acquiring the product information from the purchase information in the subsequent step S406 is equal to or higher than the reference value, the learning is not performed as it is, and only when the accuracy is lower than the reference value, the next learning may be performed. ..

Next, the control unit 110 of the terminal 100 communicates with the computer 200 via the communication unit 120 and logs in to the asset management system (step S403). Here, by performing the login process, the target user can be specified. It is assumed that the account information and the authentication information necessary for logging in are transmitted to the computer 200 together with the login request. The account information is a name, a nickname, an ID, etc., and the authentication information is a password, a passphrase, an IC card, a smart card, a fingerprint, an iris, or the like. The user who uses the asset management system may be an individual or a corporation. In the case of a corporation, it is desirable to include information that can identify both the corporation and the individual in the account information so that the user in the corporation can be identified.

Next, the control unit 110 transmits the purchase information of the user to be managed by the asset management system to the computer 200 via the communication unit 120 (step S404). The purchase information here is the mail received by the user when the product is purchased or received, the image data obtained by capturing the receipt or invoice, the data such as the character string obtained by OCR processing the image data, and the EC. Site data, etc. The purchase information may be transmitted as an API parameter.

FIG. 7 is a diagram showing an example of a confirmation screen as to whether or not to register purchase information. This screen may be automatically activated by the asset management system monitoring whether the user has completed the purchase process, or may be manually activated by the user. Further, although an example of displaying the screen on the input / output unit 140 of the terminal 100 is shown here, it is possible to select whether to register the purchase information by using voice output, voice recognition, or the like. In FIG. 7, the purchase procedure completion email received by the user is displayed on the display unit 701 of the screen, and the user is made to select whether or not to register the purchase information with the button at the bottom of the screen. By selecting the button 702 to be registered, the purchase information transmission process (step S404) on the terminal 100 is executed. By selecting the button 703 that does not register, the process ends without registering the purchase information. By selecting the button 704 to be registered later, the purchase information registration process is performed later. Although not shown here, the timing for performing the registration process later may also be set. As the timing for performing the registration process later, the user may be allowed to select a date and time, or the control unit 110 of the terminal 100 picks up and sets a specific date such as a scheduled delivery date included in the received purchase information. May be acceptable.

The acquisition module 211 of the computer 200 receives the purchase information from the terminal 100 (step S405).

Hereinafter, the processing of steps S406 to S411 in FIG. 4 corresponds to the processing of steps S306 to S311 in FIG. 3, and thus the description thereof is omitted here.

As described above, according to the present invention, in an asset management system having an asset database and an accounting information database and managing the assets of a target user, the purchase information of the user regarding electronic commerce is learned in advance. , It will be possible to provide a responsive asset management system, asset management method, and program that manages assets on the Internet.

The above-mentioned means and functions are realized by a computer (including a CPU, an information processing device, and various terminals) reading and executing a predetermined program. The program may be, for example, in the form of being provided from a computer via a network (SaaS: software as a service), or may be a flexible disk, a CD (CD-ROM, etc.), or a DVD (DVD-ROM, DVD). -RAM, etc.), provided in the form recorded on a computer-readable recording medium such as a compact memory. In this case, the computer reads the program from the recording medium, transfers it to an internal storage device or an external storage device, stores it, and executes it. Further, the program may be recorded in advance in a storage device (recording medium) such as a magnetic disk, an optical disk, or a magneto-optical disk, and the program may be provided from the storage device to a computer via a communication line.

Although the embodiments of the present invention have been described above, the present invention is not limited to these embodiments described above. In addition, the effects described in the embodiments of the present invention merely list the most suitable effects arising from the present invention, and the effects according to the present invention are limited to those described in the embodiments of the present invention. is not.

100 terminals, 200 computers, 300 communication networks

Claims (4)

It is an asset management system that has an asset database and an accounting information database and manages the assets of the target user.
As an acquisition means for receiving the purchase information of the product by the user and acquiring the product information of the product included in the purchase information based on the learning result of the purchase information and the product information by teacher learning or machine learning or deep learning. ,
When the purchase information and the product are registered in the asset database as the user's assets based on the received purchase information and the acquired product information, the user's assets are actually registered in the asset database. An asset registration means for having the user confirm the registered contents, accepting the editing of the product information as necessary, and registering the product information for which the selection from the user has been accepted in the asset database.
Based on the product information specified in the past and the learning result by teacher learning or machine learning with the account, the account identification means for specifying the account of the acquired product information, and the account identification means.
An accounting information registration means that associates the acquired product information with the specified account and registers it in the accounting information database as accounting information.
Equipped with
The accounting information registration means registers purchase information and information for determining that the product is not registered in the asset database when the asset registration means does not register the product as the user's asset in the asset database. An asset management system characterized by doing. A request characterized by registering depreciation processing information at the time of registering the acquired product information and the specified account as accounting information in the accounting information database by the accounting information registration means. The asset management system according to Item 1. It is an asset management method executed by an asset management system that has an asset database and an accounting information database and manages the assets of the target user.
A step of receiving the purchase information of the product by the user and acquiring the product information of the product included in the purchase information based on the learning result of the purchase information and the product information by teacher learning or machine learning or deep learning.
When the purchase information and the product are registered in the asset database as the user's assets based on the received purchase information and the acquired product information, the user's assets are actually registered in the asset database. Before doing so, ask the user to confirm the registered contents.
A step of accepting editing of the product information as necessary and registering the product information for which selection from the user has been accepted in the asset database, and
Based on the product information identified in the past and the learning result by teacher learning or machine learning with the account, the step to specify the account of the acquired product information, and
A step of associating the acquired product information with the specified account and registering it in the accounting information database as accounting information.
Equipped with
The step of registering in the accounting information database determines that if the step of registering in the asset database does not register the purchase information and the product as the user's asset in the asset database, the step does not register in the asset database. An asset management method characterized by registering information for a database . An asset management system that has an asset database and an accounting information database and manages the assets of the target user.
A step of receiving product purchase information by the user and acquiring product information of the product included in the purchase information based on the learning result of the purchase information and the product information by teacher learning or machine learning or deep learning.
When the purchase information and the product are registered in the asset database as the user's assets based on the received purchase information and the acquired product information, the user's assets are actually registered in the asset database. A step of having the user confirm the registered contents, accepting the editing of the product information as necessary, and registering the product information for which the selection from the user has been accepted in the asset database.
Steps to identify the account of the acquired product information based on the learning result by teacher learning or machine learning with the product information specified in the past and the account.
A step of associating the acquired product information with the specified account and registering it in the accounting information database as accounting information.
To execute ,
The step of registering in the accounting information database determines that if the step of registering in the asset database does not register the purchase information and the product as the user's asset in the asset database, the step does not register in the asset database. A computer-readable program for registering information to do so.

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