KR102462387B1 - Company consultation system using labor and tax information - Google Patents

Abstract

Disclosed is a company consultation system, which includes: a company terminal operated by a company; an expert terminal providing consultation information; and a consultation server receiving the consulting information from the expert terminal through a network and transmitting the consultation information to the company terminal. According to the present invention described above, it is possible to easily input various tax, accounting, management, and other related information necessary for company management and receive the consultation in real time. Therefore, the cost and time required for this can be saved, and the e-business environment can be established.

Description

Company advisory system using labor and tax information {COMPANY CONSULTATION SYSTEM USING LABOR AND TAX INFORMATION}

The present invention relates to a company advisory system utilizing labor and tax information, and more particularly, to a system for providing labor and tax information by receiving a predetermined annual fee from a company.

In general, in order to operate and manage a company, professional management is required in various fields such as tax, accounting, sales, trade, production, and materials as well as personnel, salary, and welfare of employees.

On the other hand, if you want to receive management consulting or professional services for each field, you have to entrust them individually, which incurs a lot of cost and becomes an economic burden. For example, the tax accounting management of a company was very complex and had to be dedicated to a person with specialized knowledge.

Also, in a rapidly changing industry, since various management information is not reflected or completed quickly, there have been cases of missing the timing of important judgments or making late judgments.

As the business environment changes rapidly, the demand for consulting that benchmarks advanced companies and provides knowledge services for solving business problems is continuously increasing.

Consulting refers to an advisory service in which qualified experts use advanced methodologies to diagnose and analyze problems facing the company, and to suggest solutions suitable for the company.

The consulting industry can be said to be a highly knowledge-information-intensive industry that provides professional knowledge and experience. Therefore, in the consulting industry, developing, storing, and recycling consulting methodologies suitable for various decision-making problems has become a major competitive strategy.

A large consulting firm with a pool of experts with sufficient competence can provide a 'consulting methodology' that can solve the problems faced by the company, but small and medium-sized consulting firms have a competitive unique 'consulting methodology' due to their small scale and lack of expertise. ' is in a practically difficult environment to present.

These limitations lead to a decrease in the knowledge competency level of the consulting service provider, and the competitiveness in the market is also decreasing in a chain.

Meanwhile, attempts to apply artificial intelligence techniques to the field of knowledge management systems (KMS) are frequently made. The reason why these AI techniques are often used is that it is difficult for knowledge users to check all existing knowledge resources to search and extract knowledge. It can be said that finding and generating customized knowledge is very difficult.

As such, various artificial intelligence techniques have been recently applied to knowledge management systems. Among them, case-based reasoning extracts customized knowledge relatively simply compared to other techniques. And there are many such movements in the consulting industry.

However, the consideration of the characteristics of the customized consulting studied so far was insufficient, and there was a problem in that it was difficult to extract the results reflecting the user's preference system.

One aspect of the present invention discloses a corporate advisory system that identifies difficulties in R&D, management, accounting, tax, intellectual property design, etc. based on corporate demand, and receives and provides corporate advisory information according to difficulties from experts. do.

The technical problems of the present invention are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those skilled in the art from the following description.

A corporate advisory system according to an embodiment of the present invention includes a corporate terminal operated by a corporation; expert terminal providing advisory information; and an advisory server that receives the advisory information from the expert terminal through a network and transmits it to the corporate terminal; includes

Meanwhile, the advisory server receives the advisory request contract information from the corporate terminal, creates an online advisory contract including the advisory request contract information, and shares it with the corporate terminal, and annual fee for providing advisory information to the corporate terminal The advisory contract may be concluded by requesting payment of the , and the advisory information may be provided to the enterprise terminal with which the advisory contract is concluded at a predetermined cycle.

In addition, the advisory server requests and receives advisory information from the expert terminal, assigns a keyword according to the type of the received advisory information, stores it in the database, and stores the keyword for providing advisory information received from the corporate terminal in the database may extract the advisory information to be provided to the enterprise terminal by searching in , and provide the extracted advisory information to the enterprise terminal.

In addition, the advisory server collects voice recording data of each pronunciation of a plurality of keywords indicating the type of advisory information, extracts feature values with the Librosa library, and repeats learning on the extracted feature values using a fully connected neural network model A voice analysis model for extracting the pronunciation feature value of a keyword indicating the type of advisory information from the inputted voice recording data by performing Receive advice request contract information including the form of advice request data, input the advice request data into the voice analysis model, extract a keyword indicating the type of advisory information required by the company, and respond to the extracted keyword Advisory information may be provided to the enterprise terminal.

In addition, the advisory server, a server module for transmitting and receiving data by communicating with the enterprise terminal and the expert terminal; a server rack providing an installation space of the server module; and a plurality of installation plates dividing the inner space of the server rack in the vertical direction to form a multi-layered structure, and providing an installation space for the server module thereon.

According to the present invention described above, it is possible to easily input various tax, accounting, management related information necessary for corporate management and receive advice in real time. Accordingly, the cost and time required for this can be saved, and an e-business environment can be built.

In particular, from the manager's point of view, business decision-making can be made objectively and quickly, so management is rationalized and the accuracy and speed of work are improved.

In addition, input of various information and inquiry of advisory data can be implemented in real time through the network, and company secrets can be managed by setting a security level for each member. Accordingly, the burden on security maintenance is reduced.

And, based on the inputted company's financial, accounting, tax, and management information, the company's asset value, corporate value, investment value, future value, etc. can be evaluated and certified. Therefore, it is possible to increase the external credibility.

In addition, it provides the effect of promoting industry-university regional development by identifying difficulties in R&D, management, accounting, taxation, intellectual property design, etc., based on corporate demand, and supporting the growth of the company using its expert consultants.

In addition, in the existing matching consulting business, a coordinator who has completed the regular course is designated for each company, but related experts (license owners, etc.) are also assigned to support the expert group for the company until the end of the company's existence. to provide.

In addition, it provides the effect of providing an optimal coordinating manager based on big data.

1 is a conceptual diagram of a corporate advisory system according to an embodiment of the present invention.
2 is a diagram showing the configuration of a safety login system according to an embodiment of the present invention.
3 is a flowchart illustrating a method of performing login authentication in a secure login system according to an embodiment of the present invention.
4 is a diagram illustrating a web page on which a safe login menu is displayed, according to an embodiment of the present invention.
5 is a flowchart illustrating a method of performing login authentication in a safety login system according to another embodiment of the present invention.
6 is a flowchart illustrating a method of performing login authentication in a safety login system according to another embodiment of the present invention.
7 is a flowchart illustrating a method of performing login authentication in a secure login system according to another embodiment of the present invention.
8 is a flowchart illustrating a method of forcibly logging out a communication device logged in in a safety login system according to an embodiment of the present invention.
9 is a diagram illustrating a configuration of an apparatus for providing authentication data according to an embodiment of the present invention.
10 is a diagram illustrating a configuration of a safety login program according to an embodiment of the present invention.
11 is a flowchart illustrating a method of providing authentication-related data in an authentication data providing apparatus according to an embodiment of the present invention.
12 is a flowchart illustrating a method of forcibly logging out of a second communication device in an authentication data providing device according to an embodiment of the present invention.
13 is a diagram illustrating a relationship between a consulting methodology and a consulting module according to an embodiment of the present invention.
14 is a diagram illustrating the configuration of a consulting providing system according to an embodiment of the present invention.
15 is a diagram illustrating a field configuration of a consulting module database according to an embodiment of the present invention.
16 is a diagram illustrating an example of grouping large modules matching consulting target information according to an embodiment of the present invention.
17 is a diagram illustrating an example of forming a second cluster by grouping large modules connected to large modules constituting the first cluster of FIG. 16 .
18 is a diagram illustrating an example of removing redundant large modules that may occur in the clustering process.
19 is a diagram illustrating an example of forming a third cluster connected to the second cluster of FIG. 18 .
20 is a diagram illustrating an overall flow of a method for providing a consulting service according to an embodiment of the present invention.
21 is a diagram illustrating an example of the advisory server shown in FIG. 1 .
22 is a view for explaining the internal space of the server rack shown in FIG.
23 is a view for explaining an installation plate according to another embodiment of the present invention.

Advantages and features of the present invention and methods of achieving them will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but will be implemented in a variety of different forms, only these embodiments allow the disclosure of the present invention to be complete, and common knowledge in the technical field to which the present invention belongs It is provided to fully inform the possessor of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numerals refer to like elements throughout.

The terminology used herein is for the purpose of describing the embodiments and is not intended to limit the present invention. In this specification, the singular also includes the plural, unless specifically stated otherwise in the phrase. As used herein, "comprises" and/or "comprising" refers to the stated elements, steps, and acts do not exclude the presence or addition of one or more other elements, steps and acts.

1 is a conceptual diagram of a corporate advisory system according to an embodiment of the present invention.

Referring to FIG. 1 , a corporate advisory system 1 according to an embodiment of the present invention may include a corporate terminal 10 , an advisory server 20 , and an expert terminal 30 .

The enterprise device 10 is a wireless terminal with a computing function operated by a company, which provides an Internet service including Internet data to a user through a wireless link, and is a comprehensive concept of portable devices. That is, the enterprise terminal 10 includes a mobile phone, a wireless terminal, a personal digital assistant (PDA), a global system for mobile (GSM) phone, a wideband CDMA (W-CDMA) phone, a CDMA-2000 phone, and a mobile broad and system (MBS) phone. It may include a multimedia phone such as a phone, a portable multimedia player (PMP), a handheld computer, and a multimedia player.

The expert terminal 30 is a wireless terminal having a computing function operated by experts such as a tax accountant or a labor attorney who provides advisory information in this embodiment, and is a device that provides an Internet service including Internet data to a user through a wireless link As such, it is a comprehensive concept of portable devices. That is, the expert terminal 30 is a mobile phone, a wireless terminal, a Personal Digital Assistant (PDA), a Global System for Mobile (GSM) phone, a Wideband CDMA (W-CDMA) phone, a CDMA-2000 phone, and a Mobile Broad and System (MBS) phone. It may include a multimedia phone such as a phone, a portable multimedia player (PMP), a handheld computer, and a multimedia player.

The network is a high-speed backbone network of a large-scale communication network capable of high-capacity and long-distance voice and data services, and may be a next-generation wired or wireless network for providing the Internet or high-speed multimedia services.

When the network is a mobile communication network, it may be a synchronous mobile communication network or an asynchronous mobile communication network. As an example of the asynchronous mobile communication network, there may be a wideband code division multiple access (WCDMA) type communication network.

In this case, although not shown in the drawings, the network may include a Radio Network Controller (RNC). Meanwhile, although the WCDMA network is taken as an example, it may be a 3G LTE network, a 4G network, other next-generation communication networks such as 5G, and other IP-based IP networks.

The network serves to mutually transmit signals and data between the enterprise terminal 10 , the advisory server 20 , the expert terminal 30 , and other systems.

The advisory server 20 may receive corporate advisory information from the expert terminal 30 and transmit it to the corporate terminal 10 . For example, corporate advisory information may include employment subsidies, labor contract preparation, labor information such as minimum wage, and tax information including cost processing methods. In addition, it may include a request for a method for saving tax, an application for an income tax return, an application for a value-added tax return, information on measures for tax saving, and the results of an expert's representation for the tax office. In addition, it may be an application for intellectual property design, patent, trademark, design, etc., application for examination, trial, or litigation process to increase corporate value. and the like.

The advisory server 20 may receive advisory request contract information from the corporate terminal 10 through a network. Here, the consultation request contract information may include a corporate ID and necessary advisory request data.

Meanwhile, advisory request data representing advisory information required by the company may have a voice recording file format as well as a text file format. For example, the advisory request data may be in the form of a voice recording file in which an operator of the company records difficulties in operating the company.

The advisory server 20 may include a keyword extraction module for extracting a keyword indicating a type of advisory information from advisory request data in the form of a voice recording file. For example, the keyword indicating the type of advisory information may include labor, tax, law, and the like.

The keyword extraction module collects voice recording data of each pronunciation of a keyword indicating the type of advisory information, extracts a feature value, and repeats learning on the feature value through a deep neural network to build a voice analysis model. In this case, the keyword extraction module can extract feature values from voice recording data using the Librosa library, and can adopt a fully connected neural network model with three hidden layers as a deep neural network.

That is, the keyword extraction module may build a voice analysis model that extracts the pronunciation feature value of a keyword indicating the type of advisory information from voice recording data input through deep learning.

The advisory server 20 may extract a keyword indicating the type of advisory information from advisory request data in the form of a voice recording file received from the corporate terminal 10 by using this keyword extraction module.

The advisory server 20 may create an online advisory contract based on the advisory request contract information received from the corporate terminal 10 and share it with the corporate terminal 10 , and annual fee for providing advisory information to the corporate terminal 10 . may request payment of Here, the online advisory contract may include a keyword indicating the type of advisory information requested by the company.

The advisory server 20 may provide advisory information to the corporate terminal 10 in which an advisory contract based on the online advisory contract is concluded at a predetermined cycle.

The advisory server 20 may request and receive advisory information from the expert terminal 30 at a predetermined period, and may assign a keyword according to the type of the received advisory information and store it in a database.

The advisory server 20 may provide advisory information stored in the database to the enterprise terminal 10 .

The corporate advisory system according to an embodiment of the present invention may include a secure login system.

2 is a diagram showing the configuration of a safety login system according to an embodiment of the present invention.

Referring to FIG. 2 , the safety login system according to an embodiment of the present invention includes a first communication device 10 , a second communication device 20 , a security relay server 30 , a web server 40 , and a location server. (50) and an authentication information storage server (60).

The first communication device 10 , the second communication device 20 , the security relay server 30 , the web server 40 , the positioning server 50 , and the authentication information storage server 60 each connect the network 70 . communicate with each other through Here, the network 70 includes a mobile communication network, a wired Internet network, a local area wireless communication network, and the like, and since it corresponds to a well-known conventional technique in the present invention, a detailed description thereof will be omitted.

3 is a flowchart illustrating a method of performing login authentication in a secure login system according to an embodiment of the present invention.

Referring to FIG. 3 , the second communication device 20 connects to the web server 40 to which the web site address entered by the user is given, and the web server 40 has a login menu for inputting an ID and password. The included web page is transmitted to the second communication device 20 (S201).

Next, the second communication device 20 outputs the web page received from the web server 40 on the screen. And the agent 21 of the second communication device 20 outputs a deactivated safe login menu under the login menu of the web page.

4 is a diagram illustrating a web page on which a safe login menu is displayed, according to an embodiment of the present invention.

As shown in FIG. 4 , the agent 21 may display the safe login menu 32 according to the present invention on the web page in addition to the login menu 31 provided on the web page itself.

Next, the agent 21 of the second communication device 20 confirms that the second communication device 20 starts viewing the web page, notifies the start of the safe login service, and the user of the second communication device 20 A service notification message including identification information and second communication device identification information is transmitted to the security relay server 30 (S203).

Then, the security relay server 30 checks the user identification information included in the service notification message, and checks the identification information of the first communication device 10 mapped to the user identification information. The security relay server 30 transmits the service notification message to the first communication device 10 having the identified identification information (S205).

Next, the first communication device 10 checks the location information of the second communication device 20 connected to the web server 40, and also checks its own location information (S207).

Next, the first communication device 10 compares the location information of the second communication device 20 with its own location information to determine whether it is located in the same place as the second communication device 20 (S209) . At this time, the first communication device 10 checks whether it is located in the same administrative area as the second communication device 20 or whether the distance between the second communication device 20 and itself is within a critical distance (eg, 100 m). By doing so, it can be determined whether or not it is located in the same place as the second communication device 20 .

When it is determined that the first communication device 10 is located in the same place as the second communication device 20 as a result of the determination, it transmits a safety login activation message to the second communication device 20 (S211).

Next, the agent 21 of the second communication device 20 monitors whether the safe login menu is clicked, and when the safe login menu is clicked, the identification information of the web site to log in to, and access to the web server 40 . A login notification message including the available access token, user identification information, and identification information of the second communication device 20 is generated and transmitted to the security relay server 30 (S213 and S215).

Then, the security relay server 30 checks the user identification information included in the login notification message, and checks the identification information of the first communication device 10 mapped to the user identification information. Then, the security relay server 30 transmits the login notification message to the first communication device 10 having the checked identification information (S217).

Next, the first communication device 10 extracts user identification information, website identification information, access token, and identification information of the second communication device 20 from the login notification message received from the security relay server 30 . Next, the first communication device 10 checks the extracted web site identification information and the mapped security level in the security policy table (S219).

Next, the first communication device 10 checks the location determination result performed in step S209 again, and applies the checked security level or enhanced security level based on the location determination result (S221).

Next, the first communication device 10 acquires login authentication information (ie, ID and password), which is one of authentication-related data, based on the applied security level ( S223 ).

Next, the first communication device 10 checks the web site identification information and the access token extracted from the login notification message, and uses the web server 40 to which the web site identification information is given, and the obtained login authentication information, reinforcement One or more of the authentication information is transmitted (S225).

Then, the web server 40 identifies the second communication device 20 that attempts to log in based on the access token received from the first communication device 10, and checks whether the authentication information is correct, so that the second communication Login authentication of the device 20 is performed (S227).

Next, when the login authentication fails, the web server 40 fails to process the login of the second communication device 20 , and on the other hand, if the login authentication succeeds, an authentication success message is transmitted to the second communication device 20 . After (S229), the second communication device 20 provides the requested online service.

Meanwhile, when the security level is applied to the third level, the first communication device 10 may transmit only the enhanced authentication information excluding the login authentication information to the web server 40 . In this case, the web server 40 authenticates the second communication device 20 based on the strengthened authentication information.

Also, the first communication device 10 may transmit one or more of the decrypted login authentication information and the strengthened authentication information to the second communication device 20 . In this case, the second communication device 20 transmits the authentication information received from the first communication device 10 to the web server 40 to perform login authentication.

Hereinafter, in the description with reference to FIGS. 5 to 7 , since each step having the same reference numerals as those of FIG. 3 is applied the same as FIG. 3 , the description of the steps S201 to S221 having the common reference numerals will be omitted.

5 is a flowchart illustrating a method of performing login authentication in a safety login system according to another embodiment of the present invention.

Referring to FIG. 5 , after applying the security level, the first communication device 10 acquires the user's login authentication information based on the security level ( S423 ).

On the other hand, when the security level is the highest level 3, the first communication device 10 receives the enhanced login authentication information, such as biometric information and OTP, from the user, thereby acquiring the strengthened authentication information.

Alternatively, when the security level is 3, the first communication device 10 outputs an input window for inputting personal authentication information, and through this input window, password and biometric information (eg, fingerprint information, iris information, etc.) , can receive personal authentication information such as resident registration number from the user

Next, the first communication device 10 transmits one or more of the obtained encrypted login authentication information and enhanced authentication information to the second communication device 20 (S425).

Then, the second communication device 20 decrypts the encrypted login authentication information received from the first communication device 10 through the decryption key stored therein (S427), and transmits the decrypted login authentication information to the web server 40 ) to request login authentication (S429).

Next, the web server 40 checks whether the authentication information received from the second communication device 20 is correct, thereby performing login authentication of the second communication device 20 ( S431 ).

Next, when the login authentication fails, the web server 40 fails to process the login of the second communication device 20 , and on the other hand, if the login authentication succeeds, an authentication success message is transmitted to the second communication device 20 . After ( S433 ), the second communication device 20 provides the requested online service.

6 is a flowchart illustrating a method of performing login authentication in a safety login system according to another embodiment of the present invention.

In the embodiment described with reference to FIG. 6 , the first communication device 10 stores a decryption key divided for each communication device, and the second communication device 20 stores the encrypted login authentication information of each web site.

Referring to FIG. 6 , when a security level is applied, the first communication device 10 performs a process of extracting a decryption key, which is one of authentication-related data, based on the applied security level ( S523 ).

On the other hand, if the security level is the highest level 3, the first communication device 10 extracts a decryption key corresponding to the identification information of the second communication device, and also provides enhanced authentication information such as biometric information and OTP from the user. By receiving the input, enhanced authentication information is obtained (S525). Alternatively, when the security level is 3, the first communication device 10 outputs an input window for inputting personal authentication information, receives the user's personal authentication information from the user through the input window, and receives the user authentication information. After authenticating whether the information is correct, it is possible to optionally acquire authentication-related data. That is, if the security level is 3, the first communication device 10 authenticates whether the identity authentication information input from the user is correct, and if authentication is successful, the first communication device 10 receives the reinforced authentication information from the user or extracts a decryption key, or both. (ie, the enhanced authentication information and the decryption key) may both be obtained.

In the description with reference to FIG. 6 , it will be described that the first communication device 10 applies the security level to level 3 and additionally acquires enhanced authentication information.

Next, the first communication device 10 transmits the extracted decryption key and the strengthened authentication information to the second communication device 20 (S527).

Next, the second communication device 20 extracts the encrypted login authentication information mapped to the currently accessed website identification information from the encrypted login authentication information for each site stored in itself (S529). Next, the second communication device 20 decrypts the extracted login authentication information using the decryption key received from the first communication device 10 (S531). In addition, the second communication device 20 decrypts the strengthened authentication information received from the first communication device 10 by using the decryption key stored therein.

Next, the second communication device 20 transmits the decrypted login authentication information and the strengthened authentication information to the web server 40 to request login authentication (S533).

Then, the web server 40 performs login authentication on the second communication device 20 by checking whether both the login authentication information and the reinforced authentication information received from the second communication device 20 are correct (S535). ). Next, when the login authentication fails, the web server 40 fails to process the login of the second communication device 20 , and on the other hand, if the login authentication succeeds, an authentication success message is transmitted to the second communication device 20 . After ( S537 ), the second communication device 20 provides the requested online service.

On the other hand, when the security level is applied as the first level or the second level, the first communication device 10 transmits only the decryption key excluding the reinforced authentication information to the second communication device 20, and the second communication device ( 20) uses the decryption key to decrypt the login authentication information extracted in step S529 and transmits it to the web server 40 . That is, when the security level is applied to the first level or the second level in the first communication device 10 , the second communication device 20 transmits only the login authentication information excluding the reinforced authentication information to the web server 40 . and the web server 40 performs login authentication of the second communication device 20 based on the login authentication information.

7 is a flowchart illustrating a method of performing login authentication in a secure login system according to another embodiment of the present invention.

In the embodiment described with reference to FIG. 7 , the first communication device 10 classifies and stores the encrypted authentication information storage address for each web site for each communication device identification information.

Referring to FIG. 7 , when a security level is applied, the first communication device 10 performs a process of extracting an authentication information storage address, which is one of authentication-related data, based on the applied security level (S623).

On the other hand, if the security level is the highest level 3, the first communication device 10 extracts the encrypted authentication information storage address mapped with the site identification information from the storage address data dedicated to the second communication device, and together with the user By receiving enhanced login authentication information such as biometric information and OTP, reinforced authentication information is acquired (S625).

In the description with reference to FIG. 7 , it will be described that the first communication device 10 applies the security level to level 3 and additionally acquires enhanced authentication information.

Next, the first communication device 10 transmits the extracted encrypted authentication information storage address and reinforced authentication information to the second communication device 20 (S627).

Next, the second communication device 20 decrypts the encrypted authentication information storage address by using the decryption key stored therein. Then, the second communication device 20 transmits the authentication information request message in which the storage address is recorded to the authentication information storage server 60 (S629).

Then, the authentication information storage server 60 checks the authentication information storage address in the authentication information request message, extracts the encrypted authentication information stored in the storage address, and transmits it to the second communication device 20 (S631).

Next, the second communication device 20 decrypts the encrypted authentication information using the decryption key stored therein, and also decrypts the strengthened authentication information received from the first communication device 10 (S633). Next, the second communication device 20 transmits the decrypted login authentication information and the reinforced authentication information to the web server 40 to request login authentication (S635).

Then, the web server 40 performs login authentication on the second communication device 20 by checking whether both the login authentication information and the reinforced authentication information received from the second communication device 20 are correct (S637). ). Next, when the login authentication fails, the web server 40 fails to process the login of the second communication device 20 , and on the other hand, if the login authentication succeeds, an authentication success message is transmitted to the second communication device 20 . After (S639), the second communication device 20 provides the requested online service.

8 is a flowchart illustrating a method of forcibly logging out a communication device logged in in a safety login system according to an embodiment of the present invention.

Referring to FIG. 8 , when the second communication device 20 successfully logs in to the website, the first communication device 10 continuously monitors its own location information ( S701 ).

Next, the first communication device 10 determines whether or not it is continuously located in the same place as the second communication device 20 based on the monitored location information (S703), and if it is confirmed that it is the same place, step S701 Restart.

On the other hand, if it is determined that the first communication device 10 is not located in the same place as the second communication device 20 as a result of the determination in step S703, it transmits a logout request message to the web server 40 (S705) .

Then, the web server 40 identifies the second communication device 20 successfully logging in based on the access token included in the logout request message, and forcibly logs out the second communication device 20 ( S707). Next, the web server 40 transmits a logout message to the second communication device 20 (S709), and also notifies the first communication device 10 that the second communication device 20 is logged out. .

9 is a diagram illustrating a configuration of an apparatus for providing authentication data according to an embodiment of the present invention.

The authentication data providing apparatus 100 illustrated in FIG. 9 performs the operation of the first communication apparatus 10 described with reference to FIGS. 2 to 8 .

As shown in FIG. 9 , the authentication data providing apparatus 100 according to an embodiment of the present invention includes a memory 110 , a memory controller 121 , one or more processors (CPU) 122 , and a peripheral interface 123 . , an input/output (I/O) subsystem 130 , a display device 141 , an input device 142 , a communication circuit 150 and a GPS receiver 160 .

10 is a diagram illustrating a configuration of a safety login program according to an embodiment of the present invention.

As shown in Fig. 10, the safety login program 113 according to an embodiment of the present invention includes a data storage module 91, a security policy application module 92, a positioning module 93, and an authentication data acquisition module ( 94 ) and an authentication data providing module 95 .

The data storage module 91 stores a security policy table in which a security level for each website is recorded, that is, a security policy table in which website identification information and a security level are mapped.

The security policy application module 92 provides security for login authentication information of the second communication device 20 provided to the web server 40 when the second communication device 20 attempts to log in to the web server 40 . It performs the function of determining and applying the level.

The positioning module 93 performs a function of determining whether the authentication data providing device 100 and the second communication device 20 are located in the same place.

The authentication data acquisition module 94 checks the security level applied by the security policy application module 92, and then proceeds with a process of acquiring authentication-related data according to the security level.

The authentication data providing module 95 performs a function of providing the authentication-related data acquired by the authentication data acquiring module 94 to the web server 40 or the second communication device 20 .

11 is a flowchart illustrating a method of providing authentication-related data in an authentication data providing apparatus according to an embodiment of the present invention.

Referring to FIG. 11 , when the second communication device 20 attempts to log in to the web server 40 , the communication circuit 150 indicates that the second communication device 20 attempts to log in to the web server 40 , A login notification message notifying that there is a login notification message is received from the security relay server 30 (S1001).

Then, the security policy application module 92 extracts the second communication device identification information, the website identification information and the access token from the login notification message, and stores the security level mapped with the website identification information to the data storage module 91 By checking in the security policy table of , the security level of the website accessed by the second communication device 20 is checked (S1003). Next, the security policy application module 92 requests a determination as to whether the authentication data providing device 100 and the second communication device 20 are located in the same place.

Then, the location check module 93 checks the location information of the authentication data providing device 100 and the second communication device 20, respectively, compares the two location information, and provides the second communication device 20 and the authentication data It is determined whether the device 100 is located in the same place (S1005).

When the security policy application module 92 receives the determination result from the location check module 93, it checks the determination result to determine whether the authentication data providing device 100 and the second communication device 20 are located in the same place. to confirm (S1007).

Next, when the authentication data providing device 100 and the second communication device 20 are located in the same place, the security policy application module 92 uses the site security level checked in step S1003 as the security level for the login authentication information. It is applied as it is (S1009).

On the other hand, if the security policy application module 92 determines that the second communication device 20 and the authentication data providing device 100 are not located in the same place, the security level is enhanced by one step higher than the security level confirmed in step S1003. The level is applied as the security level of the login authentication information (S1011). At this time, the security policy application module 92 applies the security level of step S1003 as it is or provides authentication-related data when the security level confirmed in step S1003 is the highest level (that is, when there is no security level to be strengthened anymore). A message indicating that login is impossible to the second communication device 20 may be transmitted using the communication circuit 150 without further proceeding with the process.

Next, the authentication data acquisition module 94 checks the security level applied by the security policy application module 92 (S1013).

Next, the authentication data acquisition module 94 performs a process of acquiring authentication-related data when the checked security level is level 1 (S1015), and stores encrypted login authentication information, decrypted login authentication information, decryption key, and authentication information. Any one of the address and the enhanced authentication information is acquired (S1017).

On the other hand, the authentication data acquisition module 94 notifies that the second communication device 20 is attempting to log in to the website when the checked security level is level 2 (S1019), and requests a response to whether or not to approve the login. A notification window is output to the display device 141 (S1021).

And only when the authentication data acquisition module 94 receives an approval signal from the user (S1023), authentication-related data (ie, decrypted login authentication information, encrypted login authentication information, decryption key or authentication information storage address) is acquired do (S1025).

On the other hand, when the checked security level is the third level, the authentication data acquisition module 94 outputs an authentication input window to the display device 141 to induce the user to proceed with self-authentication (S1026).

Next, when the authentication data acquisition module 94 matches the identity authentication information received through the authentication input window and the identity authentication information stored in the data storage module 91, authentication-related data (that is, , to obtain decrypted login authentication information, encrypted login authentication information, decryption key or authentication information storage address) (S1027). Next, the authentication data acquisition module 94 outputs an input window requesting the input of the reinforced authentication information to the display device 141 (S1029), and through this input window, the enhanced authentication of biometric information, OTP, etc. from the user By receiving the information, authentication-related data is additionally obtained (S1031).

Next, the authentication data providing module 95 provides the obtained authentication-related data to the web server 40 or the second communication device 20 to which the website identification information is given by using the communication circuit 150 . (S1033).

12 is a flowchart illustrating a method of forcibly logging out of a second communication device in an authentication data providing device according to an embodiment of the present invention.

Referring to FIG. 12 , when the second communication device 20 successfully logs in to the web server 40 to receive a service, the positioning module 93 uses the GPS receiver 160 to provide the authentication data to the device 100 . ) to continuously monitor the location information (S1101).

Next, the positioning module 93 determines whether the authentication data providing device 100 and the second communication device 20 are continuously located in the same place based on the monitored location information (S1103).

When it is confirmed that the second communication device 20 and the authentication data providing device 100 are in the same location, the positioning module 93 proceeds to step S1101 again. On the other hand, if it is confirmed that the location check module 93 is not located in the same place as the second communication device 20, it checks the access token in the login notification message received from the security relay server 30 (S1105). And the location check module 93 transmits a logout request message including the access token to the web server 40, so that the second communication device 20 logged in to the web server 40 is forcibly logged out. (S1107).

The corporate advisory system according to an embodiment of the present invention may further include a consulting service providing system.

13 is a diagram illustrating a relationship between a consulting methodology and a consulting module according to an embodiment of the present invention.

Referring to FIG. 13 , the consulting methodology 100 consists of a plurality of consulting modules 110 , 112 , 114 , 116 , 118 , and the plurality of consulting modules 110 , 112 , 114 , 116 , 118 are They are sequentially combined to complete the final consulting methodology 100 .

For example, if the problem the company is currently facing is the establishment of a mid- to long-term execution plan, the completed methodology for solving it can be called the consulting methodology 100, and detailed consulting methods necessary for establishing a mid- to long-term execution plan are provided in the consulting module. applicable. For example, if internal resource analysis and goal setting are needed to establish a mid- to long-term action plan, the detailed consulting method for this is the consulting module.

As seen in the prior art, it is a very difficult problem for small and medium-sized consulting companies to provide a complete consulting methodology unless it is a large consulting company having a pool of experts with sufficient capabilities, and in the present invention, these small and medium-sized consulting companies also meet the challenges faced by companies. Systems and methods are provided that can provide a consulting methodology for solving problems.

14 is a diagram illustrating the configuration of a consulting providing system according to an embodiment of the present invention.

Referring to FIG. 14 , a consulting providing system according to an embodiment of the present invention includes a consulting module database 200 , a matching consulting module extraction unit 202 , a consulting methodology generation unit 204 , a consulting methodology extraction unit 206 and A user interface unit 208 may be included.

The consulting providing system shown in FIG. 14 may be accessed by a user through an open communication network such as the web, or may be accessed by the user through a closed communication network such as a private network. Of course, it may be implemented by a single computing device.

In the consulting module database 200, consulting modules constituting the consulting methodology are stored separately from the consulting methodology. In the existing database for providing consulting, the entire consulting methodology is generally stored as one data, but in the consulting module database 200 of the present invention, the consulting methodology is divided into consulting module units, and the divided consulting modules are stored independently. . A plurality of consulting modules divided from a plurality of consulting methodologies are stored in the consulting database 200 .

Partitioning the consulting module from the consulting methodology may be performed by an operator, or may be automatically performed through a partitioning algorithm tailored to each consulting methodology.

15 is a diagram illustrating a field configuration of a consulting module database according to an embodiment of the present invention.

Referring to FIG. 15 , in the consulting module database according to an embodiment of the present invention, a consulting module code field 300 , a consulting module data field 302 , a first attribute information field 304 , and a second attribute information field 306 . ) and an input/output information field 308 are provided.

In the consulting module code field 300 , code information uniquely assigned to each consulting module stored in the consulting module database 200 is recorded.

The consulting module data field 302 stores consulting module data divided from a plurality of consulting methodologies.

Three types of additional information are given to the consulting module divided from the consulting methodology, and each of the assigned attribute information is recorded in the first attribute information field 304 , the second attribute information field 306 , and the input/output information field 308 . .

In the first attribute information field 304 , attribute information on a goal of each consulting module is recorded. For example, when the consulting module is included in the consulting methodology for establishing the mid- to long-term execution plan, the mid- to long-term execution plan may be set as the first attribute information. The first attribute information may be expressed as a decision-making problem for solving an immediate problem.

Detailed and individual attribute information of each consulting module is recorded in the second attribute information field 306 . The second attribute information recorded in the second attribute information field 306 is not the final purpose of the consulting module, but detailed attribute information of the unit module. For example, information such as target industry, target size, and performing organization of the consulting module The second attribute information may be recorded in the second attribute information field 306 . As will be described later, the information recorded in the second attribute information field 306 may be used to determine the degree of similarity in the process of finally extracting a suitable consulting methodology.

Input information and output information of each consulting module are recorded in the input/output information field 308 . As will be described later, input and output information recorded in the input/output information field 308 is used in a process of defining a relationship between modules and combining modules.

The consulting service of the present invention is provided by using the consulting module database in the method as described above, and the service that receives keyword information for a desired consulting methodology from the user and provides a consulting methodology corresponding to the input keyword information is the consulting of the present invention provided by the system.

The user interface unit 208 is a module having a function of receiving user request information, and keyword information for a consulting methodology desired by the user is inputted through the user interface unit 208 .

The user inputs two types of keyword information, and the first keyword information is keyword information corresponding to the first attribute information of the content module database, and is target information of consulting desired by the user. The second keyword information is information corresponding to the second attribute information of the content module database, and detailed attribute information of consulting is included therein.

When a keyword for a consulting methodology desired by the user is input through the user interface unit 208 , a matching consulting module extraction operation is performed primarily by the matching consulting module extraction unit 202 using the input keyword.

The matching consulting module extraction unit 202 functions to extract consulting modules matching the first keyword information related to the consulting goal from among the keywords input by the user from the consulting module database 200 .

The matching consulting module extraction unit 202 extracts matching consulting modules using keyword information related to the user's consulting goal and first attribute information of the consulting module database 200 . For example, if the keyword associated with the consulting goal set by the user is “medium and long-term execution plan,” the matching consulting module extraction unit 202 sets the “medium and long-term execution plan” as first attribute information among a plurality of stored consulting modules consulting to extract modules.

Consulting modules extracted by the matching consulting module extraction unit 202 may be stored in a temporary storage (not shown).

The consulting methodology generation unit 204 functions to generate consulting methodologies corresponding to the user's request information by using the extracted consulting modules. The consulting methodology generation unit 204 generates a consulting methodology in two steps.

The first step is a step of grouping the extracted consulting modules according to a predetermined criterion, and the second step is a step of creating a consulting methodology by combining the grouped consulting modules.

The consulting methodology generation unit 204 groups the extracted and stored consulting modules in a temporary storage (not shown) based on input/output information. According to a preferred embodiment of the present invention, the consulting methodology generation unit 204 groups consulting modules having the same input and output among the extracted consulting modules. In this specification, a set of consulting modules grouped with the same input and output information is defined as a 'large module'.

For example, M_04 consulting module and M_05 consulting module having the same input and output are grouped into one large module, M_08, M_07, and M_10 consulting modules are grouped into another large module, and M_01 and M_03 consulting modules are grouped into another large module. One large module is grouped, and M_02 and M_03 consulting modules are grouped into another large module.

As described above, after large-module grouping is performed, the process of assembling consulting modules in large-module units is performed.

The combination of consulting modules in units of large modules is made by using input and output information of each large module, and is made by connecting a second large module having the same output as the input of the first large module.

The combination of consulting modules in units of large modules starts with the operation of grouping large modules that produce outputs matching the consulting target information, which is the first keyword information.

16 is a diagram illustrating an example of grouping large modules matching consulting target information according to an embodiment of the present invention.

Referring to FIG. 16 , the case in which the user's consulting goal information is 'mid-long-term execution plan' and 'medium-long-term strategic direction' is shown, and the output is matched to 'medium-long-term execution plan' or a large module that matches 'mid- and long-term strategic direction' The fields M1 and M2 are grouped.

The large module (M1) that matches the 'medium and long-term execution plan' is a large module whose output is 'mid-to-long-term execution plan/ and input' is 'internal support analysis result' or 'mid-long-term financial goal', and matches the 'mid-long-term strategic direction' Module M2 is a module whose output is 'medium and long-term strategic direction' and whose input is 'mid- and long-term financial goal'.

A large module grouped as shown in FIG. 16 is defined as a cluster in this specification, and a large module set matched with a user's consulting goal and grouped first becomes a first cluster.

When the formation of the first cluster is completed, large modules having an output matching an input are grouped into large modules belonging to the first cluster. That is, large modules having the same output as the input of the large modules belonging to the first cluster are grouped.

17 is a diagram illustrating an example of forming a second cluster by grouping large modules connected to large modules constituting the first cluster of FIG. 16 .

Referring to FIG. 17 , the large modules M3 and M4 having 'internal support analysis result' and 'mid/long-term financial goal' as inputs of the first cluster of FIG. 16 are grouped, and the grouped large modules ( M3 and M4) are set as the second cluster.

In the first cluster, it can be seen from FIG. 6 that the large module M4 whose output is 'mid- and long-term financial target' is duplicately grouped as the input 'mid- and long-term financial target' is set as the input of each large dodule (M1, M2). can be checked

18 is a diagram illustrating an example of removing redundant large modules that may occur in the clustering process.

Referring to FIG. 18 , it can be seen that M4, which is a large overlapping module, is removed to form a second cluster with single M3 and M4.

The third cluster connected to the second cluster may also be formed in the same manner. That is, large modules having the same output as the input of the large modules forming the second cluster are grouped to form the third cluster.

19 is a diagram illustrating an example of forming a third cluster connected to the second cluster of FIG. 18 .

Referring to FIG. 19 , among the inputs of the second cluster, there is no large module having an output matching 'company internal data', and only the large module M5 matching the 'strategic direction pool' among the inputs of the second cluster does not exist. It can be seen that 3 clusters are formed.

The operation of forming a contiguous cluster is continued until there are no more large modules with an output matching the input of the Nth cluster.

For example, when the clustering operation is terminated in the Nth cluster, the Nth cluster is set as the starting cluster and the first cluster is set as the ending cluster.

When the clustering operation is completed, the large modules in which input and output are connected are connected, and a consulting methodology is created by selecting one consulting module from each connected large module and connecting them.

A large number of consulting modules are included in one large module, and there are also a plurality of connections between large modules, so a number of consulting methodologies can be created by selecting one consulting module from the connected large modules, and all selectable Consulting methodologies are created for the number of cases.

The consulting methodology extraction unit 206 calculates a degree of similarity between a plurality of consulting methodologies generated by the consulting methodology generation unit 204 and user's request information to extract a consulting methodology desired by the user.

The consulting methodology extraction unit 206 compares the similarity between the second attribute information of the consulting module database and the keyword information input by the user so that consulting methodologies that meet the user's needs can be extracted.

For example, the keyword information input by the user may be information on 'target industry', 'task size', 'execution time' and 'performing organization', and second attribute information set for each input information and consulting module This is done by comparing the similarity of

For example, information on 'target industry', 'target size', 'execution time' and 'execution organization', which are input keywords, and second attribute information set for each module included in the generated consulting methodologies It is also possible to compare the similarity of

If there is no separate weighting for the above four keywords, a weight of 0.25 is set for each keyword, but the user can change the weight to extract an appropriate content methodology. For example, if the 'target size' is judged to be the most important, the user can increase the weight for the 'target size' from 0.25 to 0.6.

Alternatively, since the similarity is calculated differently, the ranking information of a consulting methodology with a high similarity is also changed, and the user can preferentially check a consulting methodology that matches the requested information.

20 is a diagram illustrating an overall flow of a method for providing a consulting service according to an embodiment of the present invention.

Referring to FIG. 20 , first, a consulting module database for storing consulting modules divided from a consulting methodology is built (step 1100). Each consulting module is associated with first attribute information for a consulting goal, second attribute information for individual consulting attributes, and input/output information of the consulting module.

Request information for desired consulting is received from the user (step 1102), and the user may provide information on desired consulting by inputting a keyword.

When the user's request information is received, consulting modules matching the consulting goal are extracted based on the keyword for the consulting goal among the keywords input by the user (step 1104).

When consulting modules are extracted, grouping is performed based on input and output information of the extracted consulting modules (step 1106). As described above, consulting modules having the same input and output information are grouped together, and the consulting modules grouped in this way are defined as large modules.

A cluster is formed using the input and output information of each large module, each cluster is connected, and consulting methodologies are created by combining consulting modules included in each cluster (step 1108).

When the consulting methodologies are generated, the similarity with the keyword information input by the user is calculated, and a consulting methodology matching the user's requested information is extracted through the similarity calculation (step 1110).

21 is a diagram illustrating an example of the advisory server shown in FIG. 1 .

Referring to FIG. 21 , the advisory server 20 may include a server module 210 and a server rack 220 .

The server module 210 may be composed of server equipment and network equipment, and may process data by communicating with the enterprise terminal 10 and the expert terminal 30 as described above.

The server rack 220 may be formed in a housing structure that provides an installation space of the server module 210 .

The server rack 220 may include a plurality of installation plates 230 that partition the internal space in the vertical direction to form a multi-layered structure, and provide an installation space for the server module 210 thereon. In this regard, it will be described with reference to FIG. 22 .

22 is a view for explaining the internal space of the server rack shown in FIG.

Referring to FIG. 22 , the installation plate 230 may include an upper plate 231 , a lower plate 232 , a connecting post 233 , and a stopping protrusion 234 .

The upper plate 231 may be formed to include a plurality of support bars 231a arranged side by side and spaced apart from each other by a predetermined interval in the horizontal direction in a rectangular frame.

The lower plate 232 may be formed in a shape corresponding to the upper plate 231 .

Accordingly, the upper plate 231 and the lower plate 232 form a through hole between the plurality of support bars 231a, thereby generating from the server module 210 loaded on the upper surface of the upper plate 231 . Allow the heat to dissipate easily.

The upper plate 231 and the lower plate 232 may be installed to be spaced apart from each other by a predetermined distance in the vertical direction through the connecting pillar 233 . That is, the upper plate 231 and the lower plate 232 may form a space 236 therebetween by the connecting pillar 233 .

The locking protrusion 234 is formed to protrude upward at each vertex of the upper plate 231 , and may guide the installation position of the server module 210 .

On the other hand, the installation plate 230 may be installed on the inner wall surface of the server rack 220 through the installation blocks (240, 240').

The installation blocks 240 and 240 ′ are inserted into the space 236 formed between the upper plate 231 and the lower plate 232 to absorb vibration while installing the installation plate 230 in the server rack 220 . The module 210 may be stably supported.

The installation blocks 240 and 240 ′ may include vertical portions 241 and 241 ′, horizontal portions 242 and 242 ′ and a filling material 243 .

The vertical portions 241 and 241 ′ may be formed in a rectangular parallelepiped shape extending in one direction, and may have an internal space.

One side of the vertical portions 241 and 241 ′ may be attached and installed on the inner wall surface of the server rack 220 .

The horizontal portions 242 and 242 ′ extend in the horizontal direction from the other side of the vertical portions 241 and 241 ′, and may extend from the middle portion or the lower portion.

The horizontal portions 242 and 242 ′ may be inserted into the space 236 by an interference fit method.

The horizontal portions 242 and 242 ′ may form inclined surfaces 244 and 244 ′ that are downward or upward, respectively, on the upper surface and the lower surface of the front end so that they can be more easily fitted into the space 236 .

The filling material 243 may be filled in the inner space of the vertical portions 241 and 241 ′. For example, it may be applied as a cushioning material in which one or two or more selected from paper, liquid, bear, fiber, and plastic are combined.

23 is a view for explaining an installation plate according to another embodiment of the present invention.

Referring to FIG. 23 , the installation plate 230 according to another embodiment of the present invention may further include an insertion plate 250 interposed between the upper plate 231 and the lower plate 232 .

The insertion plate 250 may have a cross section having the peaks 251 and the valleys 252 in a zigzag shape, and in this case, the mountain 251 may be disposed to be positioned below the support bar 231a.

The insertion plate 250 may accommodate foreign substances generated downward from the space between the plurality of support bars 231a formed on the upper plate 231 .

On the other hand, the insert plate 250 includes an elastic spring 260 on the lower side to stably elastically support between the upper plate 231 and the lower plate 232 , and the shape of the insert plate 250 is deformed. it can be prevented

Although the embodiments of the present invention have been described with reference to the accompanying drawings, those of ordinary skill in the art to which the present invention pertains can realize that the present invention can be embodied in other specific forms without changing its technical spirit or essential features. you will be able to understand Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive.

1: Corporate Advisory System
10: enterprise terminal
20: Advisory Server
30: expert terminal

Claims (5)

enterprise terminals operated by enterprises;
expert terminal providing advisory information; and
and an advisory server that receives the advisory information from the expert terminal through a network and delivers it to the corporate terminal.
The advisory server,
a server module communicating with the enterprise terminal and the expert terminal to transmit and receive data;
a server rack providing an installation space of the server module; and
A plurality of installation plates that divide the inner space of the server rack in the vertical direction to form a multi-layered structure, and provide an installation space for the server module thereon;
The installation plate is
an upper plate formed including a plurality of support bars arranged side by side spaced apart from each other by a predetermined interval in a rectangular frame, and on which the server module is mounted on an upper side thereof;
a lower plate formed in a shape corresponding to the upper plate;
a connecting column for installing the upper plate and the lower plate to be spaced apart from each other by a predetermined distance in the vertical direction; and
Containing; includes;
The server rack,
Including; an installation block for installing the installation plate on the inner wall surface;
The installation block is
It can be formed in a rectangular parallelepiped shape extending in one direction, has an inner space, one side of the vertical portion is installed attached to the inner wall surface of the server rack;
Doedoe extending from the other side of the vertical part in the horizontal direction, extending from the middle part or the lower part, and being inserted into the space between the upper plate and the lower plate formed by the connecting pillar in an interference fit method, the tip of the a horizontal portion forming a downward or upward inclined surface on the upper surface and the lower surface, respectively; and
It is filled in the inner space of the vertical part, and a cushioning material in which at least one selected from paper, liquid, fiber and plastic is combined;
The installation plate is
It further includes; an insert plate interposed between the upper plate and the lower plate,
The insert plate,
A cross section having a peak and a valley is formed in a zigzag shape, the mountain portion is arranged to be positioned below the support bar, and a foreign material generated downward from the space between the plurality of support bars formed on the upper plate is accommodated, and the lower surface Including an elastic spring to elastically support between the upper plate and the lower plate, corporate advisory system.
According to claim 1,
The advisory server,
Receive consultation request contract information from the corporate terminal, create an online advisory contract including the advisory request contract information, share it with the corporate terminal, and request payment of an annual fee for providing advisory information to the corporate terminal to obtain an advisory contract and to provide the advisory information to the corporate terminal with which the advisory contract is concluded at a predetermined period, a corporate advisory system.
According to claim 1,
The advisory server,
Request and receive advice information from the expert terminal, assign a keyword according to the type of advice information received, store it in a database, and search the database for a keyword for providing advice information received from the corporate terminal to the corporate terminal Extracting the advisory information to be provided, and providing the extracted advisory information to the corporate terminal, a corporate advisory system.
According to claim 1,
The advisory server,
A predetermined input is input by collecting voice recording data of each pronunciation of a plurality of keywords indicating the type of advisory information, extracting feature values with the Librosa library, and repeatedly learning the extracted feature values using a fully connected neural network model. A corporate advisory system for constructing a speech analysis model for extracting a pronunciation feature value of a keyword indicating a type of advisory information from audio recording data.
5. The method of claim 4,
The advisory server,
Receive consultation request contract information including advisory request data in the form of a voice file in which the type of advisory information required by the enterprise is recorded from the enterprise terminal, and input the advisory request data into the voice analysis model to be required by the enterprise Loha extracts a keyword indicating a type of advisory information, and provides advisory information corresponding to the extracted keyword to the enterprise terminal.

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