KR20210061080A - Server and method for providing integrated brokerage services service related to car - Google Patents

Abstract

The present invention relates to a vehicle-related integrated mediation service providing server and a vehicle-related integrated mediation service providing method using the same, which are capable of selecting and providing pieces of information corresponding to a user grade, thereby increasing user convenience. The method may comprise the steps of: a) providing a basic item page to a user terminal accessed through a network, and receiving user basic information including user information, job information, and vehicle-related interest menu information through the basic item page; b) setting a user grade according to a preset grade based on the user basic information, and providing a menu selection page including a vehicle-related facility transaction menu, a job search menu, and a secondhand item transaction menu to the user terminal; c) selecting, when menu selection information is transmitted from the user terminal through the menu selection page, sub-menu information of the menu selection information according to the user level and providing the selected sub-menu information to the user terminal; d) performing, when mediation start information about a mediation item selected based on the sub-menu information is transmitted from the user terminal, a mediation procedure between a counterpart terminal, a transaction target of the mediation item, and the user terminal; and e) deleting, when mediation completion information is transmitted from the counterpart terminal and the user terminal, the mediation item.

Description

Vehicle-related integrated brokerage service providing server and its method {SERVER AND METHOD FOR PROVIDING INTEGRATED BROKERAGE SERVICES SERVICE RELATED TO CAR}

The present invention relates to a vehicle-related integrated brokerage service providing server and a vehicle-related integrated brokerage service providing method using the same.

Recently, as users' interest and usage rate for shopping services using smartphones has increased, transactions for various items are being made online. In particular, as a transaction for used goods, there is an increasing trend in which a peer to peer (P2P) transaction between users is performed by an application of a smartphone.

Among the used goods, especially in the case of automobiles, in the point that convenience is increased because it is possible to search for sale in real time and users can make direct transactions, a used car direct transaction service has appeared online, especially through a smartphone, and the use trend is increasing.

Used car direct transaction service allows users who want to sell used cars to register for sale, and users who want to buy used cars

This technology for providing a transaction service between a buyer and a seller of a used car has a problem in that the service use range is narrow because the service is limited only to the transaction of the used car, and accordingly, the user's service utilization rate cannot be increased, thereby limiting profit generation.

Meanwhile, in order to find out whether a job seeker or a job seeker has a job seeker or job seeker that a job seeker or job seeker wants, a job offer brokerage site or company must access the website and directly search for job search information that has been previously databased. In order to search for registered job seekers or job seekers, it is necessary to frequently access the website and search again for newly registered job seekers or job seekers after the previous final confirmation.

In addition, the conventional technology for providing job search services provides human resource information and recruitment information for all occupational groups, and various job seekers and job seekers frequently visit and use the service. Therefore, the conventional technology for providing job search services is difficult to provide specialized information on job search specialized for vehicle-related jobs, and it is difficult to manage information on various job seekers and job seekers, so simply providing information for finding or recruiting jobs. However, there are many restrictions in providing differentiated hiring information or talent information for each user.

In particular, users with jobs related to vehicle maintenance rely on referrals from acquaintances and industry rumors to engage in job search activities due to lack of professional information about job seekers or job seekers, even though there are websites or applications that provide job search services. It is a situation that I am doing.

First of all, since the conventional job search service or used car brokerage service is provided on a separate website, the user accesses a different website each time to use the brokerage service that interests him or her, or the application provided by each website every time. There is an inconvenience to be installed.

Republic of Korea Patent Registration No. 10-1681889 (Title of invention: How to share transaction information between companies and operate an intermediary system)

In order to solve the above problems, the present invention provides by integrating a job search service for a maintenance/manufacturing occupation group related to a vehicle, a used goods transaction service, and an intermediary service for the sale or rental of facilities in accordance with an embodiment of the present invention. And, the purpose is to collect information on suppliers and consumers of brokerage items so that they can be operated in a rating system.

However, the technical problem to be achieved by the present embodiment is not limited to the technical problem as described above, and other technical problems may exist.

In the vehicle-related integrated brokerage service providing method performed by a vehicle-related integrated brokerage service providing server that provides a vehicle-related brokerage service according to an embodiment of the present invention as a technical means for achieving the above technical problem, a ) Providing a basic item page to a user terminal accessed through a network, and receiving user basic information including user information, job information, and vehicle-related interest menu information from the user terminal through the basic item page; b) setting a user level according to a preset level based on the basic user information, and providing a menu selection page including a facility transaction menu related to a vehicle, a job search menu, and a used transaction menu to the user terminal; c) when the user terminal transmits menu selection information through the menu selection page, selecting sub-menu information of the menu selection information according to the user level and providing it to the user terminal; d) when the user terminal transmits the mediation start information for the mediation item selected based on the sub-menu information, performing a mediation procedure between the counterpart terminal, which is a transaction target of the mediation item, and the user terminal; And e) when mediation completion information is transmitted from the counterpart terminal and the user terminal, deleting the mediation item.

Here, the basic user information includes job search information including at least one of company size information, company introduction information, financial information, or wage overdue when the interest menu information is a job search menu, and the interest menu is a job search menu In the case of, it may be job search information including at least one of career information, wage information, and region selection information.

In the step b), the user grade is classified by evaluating the company reliability based on the user basic information including the job search information, and the user grade is evaluated by evaluating the personal ability value based on the user basic information including the job search information. I can.

In step c, when the menu selection information is a job search menu, employment information is provided to the user terminal as sub-menu information, and when the menu selection information is a job search menu, talent information is provided to the user terminal as a sub-menu. do.

In step c), when the menu selection information is selected from the facility transaction menu, facility sales information for each facility including a car wash, parking lot, maintenance shop, and gas station is provided as sub-menu information, and in the facility transaction menu, When selling is selected, facility registration information for each facility is provided as a sub-menu.

In step c), when the menu selection information is selected from the used transaction menu, used sale information including vehicle-related parts and used cars is provided as sub-menu information, and used registration is used when the sale is selected from the used transaction menu. Provides information as a sub-menu.

The mediation completion information includes text-based user review information, extracts keywords based on the user review information, classifies the extracted keywords into positive and negative reactions, and then based on the classified response. User evaluation scores can be derived from evaluation models based on artificial intelligence.

In this case, the artificial intelligence-based evaluation model collects keywords including positive words, negative words, like words, and unfavorable words corresponding to user reviews information as learning data based on an open dataset, and the Learning a classifier for classifying positive and negative keywords using the collected learning data, extracting keywords from the user reviews information using the learned classifier, and automatically evaluating users using the extracted keywords Derive a score.

Accordingly, the vehicle-related integrated brokerage service providing server further includes the step of updating the user rating by reflecting the user evaluation score derived by the artificial intelligence-based evaluation model to the user grade when the brokerage completion information is received. I can.

In addition, the vehicle-related integrated brokerage service providing server according to another embodiment of the present invention is a vehicle-related integrated brokerage service providing server that provides a vehicle-related brokerage service, a program for performing a vehicle-related integrated brokerage service providing method. This recorded memory; And a processor for executing the program, wherein the processor provides a basic item page to a user terminal connected through a network by execution of the program, and user information through the basic item page from the user terminal , Job information, receiving basic user information including vehicle-related interest menu information, setting a user grade according to a preset grade based on the basic user information, and setting a vehicle-related facility transaction menu, a job search menu on the user terminal , A menu selection page including a used transaction menu is provided, and when menu selection information is transmitted from the user terminal through the menu selection page, sub-menu information of the menu selection information is selected according to the user's level and sent to the user terminal. Provided, and when the mediation start information for the mediation item selected based on the sub-menu information is transmitted from the user terminal, a mediation procedure is performed between the counterpart terminal and the user terminal according to the transaction request information, and the counterpart terminal and the user terminal When the mediation completion information is transmitted from, the mediation item is deleted.

According to the above-described problem solving means of the present invention, by providing a vehicle-related job search service, a used transaction service, and a facility transaction service in an integrated manner, specialized information can be provided to users having the same occupation group or the same field of interest, thereby Through reliable information retrieval and information sharing, intermediary services not only domestically but also overseas can be made possible, providing opportunities such as recruiting domestic and overseas manpower, providing overseas job search opportunities, and various used goods or local relocation. .

In addition, the present invention collects information on suppliers and consumers of vehicle-related intermediary items and operates in a rating system, so that information suitable for a user's level can be selected and provided, so that not only user-customized services can be provided, but also user convenience can be increased. Employment safety and illegal employment can be prevented in advance by reflecting the financial information of job seekers, information on overdue wages, job seekers' careers and working attitudes, etc.

1 is a diagram showing the configuration of a vehicle-related integrated brokerage service providing server according to an embodiment of the present invention.
2 is a flowchart illustrating a method of providing a vehicle-related integrated brokerage service according to an embodiment of the present invention.
3 is an exemplary view showing a menu selection page according to an embodiment of the present invention.
4 is an exemplary diagram illustrating sub-menu information on a job search menu of a job search menu according to an embodiment of the present invention.
5 is an exemplary diagram illustrating sub-menu information on a job offer menu of a job offer menu according to an embodiment of the present invention.
6 and 7 are exemplary views illustrating used sale information and used registration information of a used transaction menu according to an embodiment of the present invention.
8 and 9 are exemplary diagrams illustrating a facility transaction menu according to an embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art can easily implement the present invention. However, the present invention may be implemented in various different forms and is not limited to the embodiments described herein. In the drawings, parts irrelevant to the description are omitted in order to clearly describe the present invention, and similar reference numerals are attached to similar parts throughout the specification.

Throughout the specification, when a part is said to be "connected" with another part, this includes not only "directly connected" but also "electrically connected" with another element interposed therebetween. . In addition, when a part "includes" a certain component, it means that other components may be further included, and one or more other features, not excluding other components, unless specifically stated to the contrary. It is to be understood that it does not preclude the presence or addition of any number, step, action, component, part, or combination thereof.

In the present specification, the'terminal' may be a wireless communication device with guaranteed portability and mobility, and may be any kind of handheld-based wireless communication device such as a smart phone, a tablet PC, or a notebook. In addition, the'terminal' may be a wired communication device such as a PC that can access other terminals or servers through a network. In addition, a network refers to a connection structure in which information exchange between nodes such as terminals and servers is possible, and includes a local area network (LAN), a wide area network (WAN), and the Internet (WWW). : World Wide Web), wired and wireless data networks, telephone networks, wired and wireless television networks, etc.

Examples of wireless data networks include 3G, 4G, 5G, 3GPP (3rd Generation Partnership Project), LTE (Long Term Evolution), WIMAX (World Interoperability for Microwave Access), Wi-Fi, Bluetooth communication, infrared communication, and ultrasound. Communication, Visible Light Communication (VLC), LiFi, and the like are included, but are not limited thereto.

The following examples are detailed descriptions for aiding understanding of the present invention, and do not limit the scope of the present invention. Accordingly, the invention of the same scope performing the same function as the present invention will also belong to the scope of the present invention.

Hereinafter, an embodiment of the present invention will be described in detail with reference to the accompanying drawings.

1 is a diagram showing the configuration of a vehicle-related integrated brokerage service providing server according to an embodiment of the present invention.

Referring to FIG. 1, the vehicle-related integrated brokerage service providing server 100 includes a communication module 110, a memory 120, a processor 130, and a database 140.

In detail, the communication module 110 provides a communication interface required to provide a transmission/reception signal between the vehicle-related integrated brokerage service providing server 100 and the user terminal 200 in the form of packet data in connection with a communication network. Furthermore, the communication module 110 may receive a data request from a user terminal and transmit data as a response thereto.

Here, the communication module 110 may be a device including hardware and software necessary for transmitting and receiving a signal such as a control signal or a data signal through a wired or wireless connection with another network device.

On the other hand, the user terminal 200 is a job seeker terminal 210, a job offer company terminal 220, a buyer terminal 230 and a seller terminal 240 of various facilities, a purchase terminal 250 of used parts or used cars, and a sales terminal ( All communication terminals that want to use vehicle-related integrated brokerage services such as 260) may correspond to this.

In the memory 120, a program for performing a method of providing a vehicle-related integrated brokerage service is recorded. In addition, the processor 130 performs a function of temporarily or permanently storing data processed. Here, the memory 120 may include a volatile storage medium or a non-volatile storage medium, but the scope of the present invention is not limited thereto.

The processor 130 controls the entire process of providing a vehicle-related integrated brokerage service provision method on the Internet, and provides user basic information provided by the user terminal 200, a user evaluation score through an artificial intelligence-based evaluation model, or the Internet. The user level is set based on financial information such as wage information or wage delinquency information collected through the user's level, and provides job search service, facility transaction service, or used transaction service according to the user level. Each operation performed by the processor 130 will be described in more detail later.

Here, the processor 130 may include all types of devices capable of processing data, such as a processor. Here, the'processor' may refer to a data processing device embedded in hardware having a circuit physically structured to perform a function represented by, for example, a code included in a program or an instruction. As an example of a data processing device built into the hardware as described above, a microprocessor, a central processing unit (CPU), a processor core, a multiprocessor, and an application-specific integrated (ASIC) circuit), a field programmable gate array (FPGA), and the like, but the scope of the present invention is not limited thereto.

The database 140 stores data accumulated while performing a vehicle-related integrated brokerage service provision method. For example, the database 140 may store basic user information, user grade information, human resource information, employment information, facility property information, facility registration information, used property information, used registration information, and the like.

2 is a flowchart illustrating a method of providing a vehicle-related integrated brokerage service according to an embodiment of the present invention, and FIG. 3 is an exemplary view showing a menu selection page according to an embodiment of the present invention.

Referring to FIG. 2, the vehicle-related integrated brokerage service providing server 100 provides a basic item page to a user terminal 200 connected through a network, and user information and occupation through the basic item page from the user terminal 200 User basic information including information and vehicle-related interest menu information is received (S1). Users can sign up as a member through the basic item page, and can use any paid or free brokerage service.

When the vehicle-related interest menu information is a job search menu, the user's basic information includes job search information including at least one of company size information, company introduction information, financial information, or unpaid wages, and the vehicle-related interest menu is a job search menu. It may be job search information including at least one of career information, wage information, and job type/region selection information.

The vehicle-related integrated brokerage service providing server 100 sets a user grade according to a preset grade based on user basic information, and the user grade may be classified into general, VUP, and VVIP (S2). When the user wishes to find a job, the user level may be determined based on salary information, career information, recommender information, and the like described in the basic user information.

For example, the server 100 classifies a user rating by evaluating the company reliability based on user basic information including job search information, and evaluating a personal ability value based on the user basic information including job search information to determine the user level. Can be distinguished.

The vehicle-related integrated brokerage service providing server 100 provides a menu selection page including a vehicle-related facility transaction menu, a job search menu, and a used transaction menu to the user terminal 200 (S3).

As shown in Fig. 3, the menu selection page provides property information for facility transactions, used marketplaces for used transactions, recruitment information and human resources information for job search menus, and community on the main menu, and provides the top/bottom, left/right side of the page. At least one of the areas on the right side may be set as an advertisement information insertion area to insert vehicle-related advertisement information. The user terminal 200 may share various information such as job search companies, job seekers, used goods, various facilities status, seller and buyer evaluation through the community.

When the menu selection information is transmitted through the menu selection page through the user terminal 200, the vehicle-related integrated brokerage service providing server 100 selects sub-menu information of the menu selection information according to the user's level and sends the information to the user terminal 200. Provide (S4).

When the vehicle-related integrated brokerage service providing server 100 transmits the brokerage start information for the brokerage item selected based on the submenu information from the user terminal 200 (S5), the counterpart terminal and the user terminal 200 that are the transaction targets of the brokerage item. ) To perform the intermediary procedure (S6).

When the mediation completion information is transmitted from the counterpart terminal and the user terminal 200 (S7), the server 100 deletes the corresponding mediation item, and updates the user rating for the counterpart terminal and the user terminal 200 (S8). In this case, the vehicle-related integrated brokerage service providing server 100 may receive a preset fee according to supply/demand for the brokerage item according to a prior consultation with the user.

4 is an exemplary diagram for explaining sub-menu information on a job search menu of a job search menu according to an embodiment of the present invention, and FIG. 5 is a sub menu for a job menu of a job search menu according to an embodiment of the present invention It is an exemplary diagram explaining the information.

Referring to FIG. 4, when the menu selection information received from the user terminal 200 is a job search menu, the server 100 provides the human resource information to the user terminal 200 as a lower menu. Accordingly, the user terminal 200 may select a region and a job type through a sub-menu, and register a resume including a career and a desired salary.

As shown in FIG. 5, when the menu selection information received from the user terminal 200 is a job offer menu, the server 100 provides the recruitment information to the user terminal 200 as sub-menu information. Accordingly, the user terminal 200 may input information such as application qualification, working hours, wage conditions, employment type, recruitment information (job type, desired job date), and company introduction through a sub-menu.

At this time, the server 100 can provide job search services not only in Korea but also in overseas regions through the job search menu, whether or not wages are overdue for the company that has registered job information, employment safety, asset size, working environment, and company evaluation. Collect comments, etc. to evaluate the company's reliability, and set user ratings for the company. In addition, the user level is set based on personal abilities such as wage information, work attitude, or recommender information for the job seeker who has registered job search information.

Therefore, the server 100 provides job seekers and job seekers with accurate human resource information and recruitment information, and provides job-seeking services to all domestic and overseas regions by solving the concentration of manpower in large companies, thereby providing illegal employment and illegal stay. , Employment insecurity, and manpower shortages can be resolved.

6 and 7 are exemplary views illustrating used sale information and used registration information of a used transaction menu according to an embodiment of the present invention.

Referring to FIGS. 6 and 7, the server 100 provides used sale information including vehicle-related parts and used cars as sub-menu information when the user terminal 200 selects a purchase from among the used trading menu. do. In the used property information, a list of used properties is displayed, and when a specific item is selected from the list, the seller's registered product name, selling price, representative picture of the used property, and seller information can be viewed in detail in the detailed description.

On the other hand, when the menu selection information selects the sale from the used transaction menu, the server 100 provides the used registration information to the user terminal 200 as a sub-menu, and the buyer is the product name, sale price, photo, and seller of the used item. Register information and special matters (year of use, scratches, information on the condition of objects, etc.).

At this time, the buyer can register the desired trading area, the desired price, and the date of acquisition through the comment function, and can register user review information in the comment after the transaction of the used item is completed.

8 and 9 are exemplary diagrams illustrating a facility transaction menu according to an embodiment of the present invention.

As shown in FIG. 8, when the user terminal 200 selects the number of purchases from the facility transaction menu, the server 100 provides sub-menu information for facility sales information for each facility including a car wash, parking lot, maintenance shop, and gas station. In the case of selecting Sell from the facility transaction menu, facility registration information for each facility is provided as a sub-menu.

As shown in FIG. 9, when the facility is a maintenance business, the facility property information may include a property type, a sale type, a transaction type, location, area, seller information, and the like.

On the other hand, when the mediation completion information includes text-based user review information, the server 100 extracts keywords based on the user review information, classifies the extracted keywords into positive reactions and negative reactions, and then classifies them. Based on the responsiveness, a user evaluation score can be derived from an evaluation model based on artificial intelligence.

This artificial intelligence-based evaluation model collects keywords including positive words, negative words, like words, and unfavorable words corresponding to user reviews information as learning data based on the open dataset, and the collected learning data A classifier for classifying positive and negative keywords is learned using and, using the learned classifier, a user evaluation score can be automatically derived using the keywords extracted from the user reviews information.

Accordingly, when the mediation completion information is received from the user terminal 200, the server 100 updates the user rating by reflecting the user evaluation score derived by the artificial intelligence-based evaluation model to the user grade.

In the above, open datasets are proactively published and accessible for free, and published in a file format and structure that allow computers to extract and process data so that they can easily categorize, filter, and search for content. Data with features of machine-readable, re-usable, available under explicit conditions or laws that impose minimal restrictions on data use. Personal information is not included in the open dataset.

Meanwhile, the evaluation model based on artificial intelligence may be used to classify user ratings using basic user information. That is, the artificial intelligence-based evaluation model extracts key keywords from basic user information, classifies the extracted keywords into three groups (eg, general, VIP, and VVIP) according to user ratings, and stores them in a database.

Therefore, in the artificial intelligence-based evaluation model, when new user basic information is input, feature information is extracted from the new user basic information, and the extracted feature information is compared with feature information of three groups stored in the database to select a matching group. By doing so, you can set the user level of the new user. At this time, the artificial intelligence-based evaluation model uses the similarity for evaluating similar characteristics between the feature information as Euclidean distance, cosine similarity, and pearson. ) It is calculated by any one of the correlations.

The artificial intelligence-based evaluation model described above is built based on deep learning during machine learning, but can be built using various machine learning in addition to deep learning. Machine learning can be broadly classified into supervised learning, unsupervised learning, and reinforcement learning.In particular, reinforcement learning is a DQN (Deep-Q-Network) algorithm that combines deep learning, Q-Learning, and deep learning and Q-learning. Is typically used.

The method for providing a vehicle-related integrated brokerage service according to an embodiment of the present invention described above may be implemented in the form of a recording medium including instructions executable by a computer, such as a program module executed by a computer. Such recording media include computer-readable media, and computer-readable media may be any available media that can be accessed by a computer, and include both volatile and nonvolatile media, removable and non-removable media. In addition, computer readable media includes computer storage media, which are volatile and nonvolatile embodied in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. , Removable and non-removable media are included.

The above description of the present invention is for illustrative purposes only, and those of ordinary skill in the art to which the present invention pertains will be able to understand that other specific forms can be easily modified without changing the technical spirit or essential features of the present invention. will be. Therefore, it should be understood that the embodiments described above are illustrative and non-limiting in all respects. For example, each component described as a single type may be implemented in a distributed manner, and similarly, components described as being distributed may also be implemented in a combined form.

The scope of the present invention is indicated by the claims to be described later rather than the detailed description, and all changes or modified forms derived from the meaning and scope of the claims and their equivalent concepts should be construed as being included in the scope of the present invention. do.

100: Vehicle-related integrated brokerage service providing server
110: communication module 120: memory
130: processor 140: database

Claims (11)

In the vehicle-related integrated brokerage service providing method performed by a vehicle-related integrated brokerage service providing server that provides a vehicle-related brokerage service,
a) providing a basic item page to a user terminal accessed through a network, and receiving user basic information including user information, job information, and vehicle-related interest menu information from the user terminal through the basic item page;
b) setting a user level according to a preset level based on the basic user information, and providing a menu selection page including a facility transaction menu related to a vehicle, a job search menu, and a used transaction menu to the user terminal;
c) when the user terminal transmits menu selection information through the menu selection page, selecting sub-menu information of the menu selection information according to the user level and providing it to the user terminal;
d) when the user terminal transmits the mediation start information for the mediation item selected based on the sub-menu information, performing a mediation procedure between the counterpart terminal, which is a transaction target of the mediation item, and the user terminal; And
e) when the mediation completion information is transmitted from the counterpart terminal and the user terminal, deleting the mediation item. The method of claim 1,
The user basic information,
In the case where the interest menu information is a job offer menu, it includes job offer information including at least one of company size information, company introduction information, financial information, or overdue wages,
When the interest menu is a job search menu, the method for providing a vehicle-related integrated brokerage service is job search information including at least one of career information, wage information, and region selection information. The method of claim 2,
Step b),
Classify user ratings by evaluating company reliability based on user basic information including the job offer information,
The method for providing a vehicle-related integrated brokerage service to classify a user by evaluating a personal ability value based on user basic information including the job search information. The method of claim 1,
The step c,
When the menu selection information is a job offer menu, hiring information is provided to the user terminal as sub-menu information, and when the menu selection information is a job search menu, talent information is provided to the user terminal as a sub-menu. How to provide related integrated brokerage services. The method of claim 1,
Step c)
If the above menu selection information is selected from the facility transaction menu, facility sales information for each facility including car wash, parking lot, maintenance shop, and gas station is provided as sub-menu information, and if sell is selected from the facility transaction menu A method of providing vehicle-related integrated brokerage service to provide facility registration information for each facility as a sub-menu. The method of claim 1,
Step c)
When the menu selection information is selected from the used trading menu, used sale information including vehicle-related parts and used cars is provided as sub-menu information, and when selling is selected from the used trading menu, the used registration information is transferred to the sub-menu. To provide, vehicle-related integrated brokerage service providing method. The method of claim 1,
The mediation completion information includes text-based user review information,
Extracting keywords based on the user reviews information, classifying the reactivity of the extracted keywords into a positive reaction and a negative reaction, and then deriving a user evaluation score from an evaluation model based on artificial intelligence based on the classified reactivity. , Vehicle-related integrated brokerage service provision method. The method of claim 7,
The artificial intelligence-based evaluation model,
Based on the Open Dataset, keywords including positive words, negative words, like words, and unfavorable words corresponding to user reviews are collected as learning data, and positive response keywords and positive response keywords are used using the collected learning data. Learn a classifier to classify negative reaction keywords,
A method for providing a vehicle-related integrated brokerage service to extract a keyword from the user reviews information using the learned classifier and automatically derive a user evaluation score using the extracted keyword. The method of claim 7,
When the mediation completion information is received, the method of providing a vehicle-related integrated mediation service further comprising the step of updating a user level by reflecting the user evaluation score derived by the artificial intelligence-based evaluation model to the user level . In the vehicle-related integrated brokerage service providing server that provides vehicle-related brokerage services,
A memory in which a program for performing a vehicle-related integrated brokerage service providing method is recorded; And
And a processor for executing the program,
The processor, by executing the program,
A basic item page is provided to a user terminal accessed through a network, and user basic information including user information, job information, and vehicle-related interest menu information is received from the user terminal through the basic item page. A user level is set according to a preset level based on a preset level, and a menu selection page including a facility transaction menu related to a vehicle, a job search menu, and a used transaction menu is provided to the user terminal through the menu selection page. When the menu selection information is transmitted, the sub-menu information of the menu selection information is selected according to the user level and provided to the user terminal, and the mediation start information for the mediation item selected based on the sub-menu information is transmitted from the user terminal. When the transaction request information, the intermediary procedure is performed between the counterpart terminal and the user terminal according to the transaction request information, and when the intermediary completion information is transmitted from the counterpart terminal and the user terminal, the brokerage item is deleted. . A computer-readable recording medium on which a program for performing the vehicle-related integrated brokerage service provision method according to claim 10 is recorded.

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