KR20200142186A - System for providing work brokerage service for mandator and trustee - Google Patents

Abstract

The present invention relates to a system for providing a work brokerage service for a mandator and a trustee. The present invention includes: a client terminal registering request data including work content and work characteristics and selecting a trustee based on at least one received acceptance fee; at least one qualifier terminal requesting qualification check by registering at least one type of certificate, receiving the request data based on the work characteristics in the registered request data in a case where the qualification check is completed, accepting the request data, and transmitting the acceptance fee and acceptance terms data to be processed to the client terminal; and a work brokerage service providing server including an upload unit receiving the registration of the request data of the client terminal and classifying and uploading the request data in accordance with the work characteristics, an extraction unit extracting at least one certificate terminal in which the type of certificate pre-mapped with the work characteristics and stored is registered, a transmission unit transmitting the request data to the at least one extracted certificate terminal, a list-up unit receiving the registration of the acceptance fee and acceptance terms data from the at least one certificate terminal and transmitting list-up data to the client terminal, a notification unit transmitting a trustee selection notification to a selected qualifier terminal in a case where the qualifier terminal as a trustee is selected at the client terminal, and a finalization unit finalizing contract conclusion and performing transmission to the client terminal and the selected qualifier terminal in a case where the acceptance fee is paid at the client terminal.

Description

Business intermediary service provision system for delegates and delegates {SYSTEM FOR PROVIDING WORK BROKERAGE SERVICE FOR MANDATOR AND TRUSTEE}

The present invention relates to a system for providing a business brokerage service for a delegate and a delegate, and provides a platform for a legal service that intermediaries between a delegate and a delegate.

Today, due to the rapid and diverse development of the social environment, new social problems such as cybercrime and environmental problems are emerging, and legal services to cope with the problems are gradually expanding their scope. In addition, the establishment of the domestic law school system that fosters legal professionals as experts with various major knowledge is increasing the demand for legal information use and related information services. Efforts have been made to establish and provide web-based legal information services in order to meet these information needs, but the government has developed a system that integrates and provides various distributed legal information, and has implemented actual services for many years. That is an example.

At this time, a service for matching legal consumers and legal experts appeared. In this regard, Korean Patent Publication No. 2016-0051930 (published on May 12, 2016), a prior art, provides legal consumers a legal expert search service from a matching server. Stores the legal expert search application provided on the smartphone, and the service information of the promotion company is issued to the legal expert search application through the matching server, and the legal expert's annual fee is intermediary provided by the matching server. It is being transferred through the account of the site and the member information is being stored through the server.

However, it is true that users' quality perception of these legal information services has a somewhat negative aspect, because the user of the legal information service does not properly provide the desired elements, or because of the nature of legal services, individuals who are not companies In this case, there is almost no probability of a subsequent assignment, so there is a case of dumping. In addition, the lack of understanding of the quality standards of actual users evaluating quality is also required, requiring additional consideration, and failure to properly grasp what factors affect quality evaluation in the rigid legal service market is also a problem. . Accordingly, when providing web-based legal information services or providing matching, there is a demand for the development of a platform capable of providing the services desired by users with a differentiated focus rather than specific influencing factors.

An embodiment of the present invention is to register and verify at least one certificate holder holding a legal certificate, and if there is a business request from a client who wants to receive legal services, a predetermined brokerage fee is paid and then corresponding to the business characteristics. At least one certificate holder with a license is extracted, the task details are delivered to receive fees and terms of commission and list up, and the listed data is delivered to the client and the client selects it, and both parties sign a delegation and commission agreement. It is possible to provide a method of providing a business intermediary service for the delegator and the entrustee so that feedback can be delivered to each other through evaluation of the service by giving reviews and ratings between the client and the certificate holder. . 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.

As a technical means for achieving the above-described technical problem, an embodiment of the present invention is a client terminal that registers request data including work content and work characteristics, and selects a consignee based on at least one commission received. , Register at least one type of license to request qualification confirmation, and when qualification confirmation is complete, receive request data based on the business characteristics in the registered request data, and receive and process the request data At least one qualified terminal that transmits the data to the client terminal, and an upload unit that classifies and uploads the request data according to the job characteristics by receiving the request data of the client terminal, and at least one that registers the type of certificate previously mapped to the job characteristics and stored. An extraction unit for extracting a licensed terminal, a transmission unit for transmitting request data to at least one extracted licensed terminal, a list for receiving commission and commissioning condition data from at least one licensed terminal and transmitting the listed data to the client terminal When the business department or client terminal selects the recipient's qualified terminal, a notification unit that transmits the notification of appointment to the selected terminal of the qualified person, and when the commissioner's terminal pays the commission, the contract is signed and the client terminal and the selected qualified terminal are used. It includes a business brokerage service providing server including a determining unit to transmit.

According to any one of the above-described problem solving means of the present invention, at least one license holder with legal certification is registered and verified, and when there is a business request from a client who wants to receive legal services, a preset brokerage fee is paid. After that, extract at least one certificate holder with a certificate corresponding to the job characteristics, deliver the job details to receive fees and commissioning conditions and list them up, and deliver the list-up data to the customer, and select them by the client The customer's emotional quality can be enhanced by allowing them to sign a delegation and entrustment contract, and furthermore, by giving mutual reviews and ratings between the client and the certificate holder, feedback to each other through evaluation of the service.

1 is a view for explaining a system for providing a business brokerage service for a delegate and a delegate according to an embodiment of the present invention.
FIG. 2 is a block diagram illustrating a business brokerage service providing server included in the system of FIG. 1.
3 is a diagram for explaining an embodiment in which a business brokerage service for a delegate and a delegate according to an embodiment of the present invention is implemented.
FIG. 4 is a diagram illustrating a process of transmitting and receiving data between components included in the system for providing a business brokerage service for a delegate and a delegate of FIG. 1 according to an embodiment of the present invention.
5 is a flowchart illustrating a method of providing a business brokerage service for a delegate and a delegate 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 assigned to similar parts throughout the specification.

Throughout the specification, when a part is said to be "connected" to 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.

The terms "about", "substantially" and the like, as used throughout the specification, are used in or close to the numerical value when manufacturing and material tolerances specific to the stated meaning are presented, and are used in the sense of the present invention. To assist, accurate or absolute figures are used to prevent unfair use of the stated disclosure by unscrupulous infringers. As used throughout the specification of the present invention, the term "step (to)" or "step of" does not mean "step for".

In the present specification, the term "unit" includes a unit realized by hardware, a unit realized by software, and a unit realized using both. Further, one unit may be realized using two or more hardware, or two or more units may be realized using one hardware.

In this specification, some of the operations or functions described as being performed by the terminal, device, or device may be performed instead in a server connected to the terminal, device, or device. Likewise, some of the operations or functions described as being performed by the server may also be performed by a terminal, device, or device connected to the server.

In this specification, some of the operations or functions described as mapping or matching with the terminal means mapping or matching the unique number of the terminal or the identification information of the individual, which is the identification information of the terminal. Can be interpreted as.

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

1 is a view for explaining a system for providing a business brokerage service for a delegate and a delegate according to an embodiment of the present invention. Referring to FIG. 1, a system for providing a service brokerage service for a delegate and a person in charge 1 includes at least one client terminal 100, a service brokerage service providing server 300, at least one qualified person terminal 400, and at least It may include one association server 500. However, since the system 1 for providing a service brokerage service for a delegate and a delegate of FIG. 1 is only an embodiment of the present invention, the present invention is not limitedly interpreted through FIG. 1.

In this case, each component of FIG. 1 is generally connected through a network 200. For example, as shown in FIG. 1, at least one client terminal 100 may be connected to the business brokerage service providing server 300 through the network 200. In addition, the business brokerage service providing server 300 may be connected to at least one client terminal 100, at least one qualified person terminal 400, and at least one association server 500 through the network 200. In addition, at least one qualified person terminal 400 may be connected to the business brokerage service providing server 300 through the network 200. In addition, at least one association server 500 may be connected to the business brokerage service providing server 300 through the network 200.

Here, the network refers to a connection structure in which information exchange is possible between respective nodes such as a plurality of terminals and servers, and examples of such networks include RF, 3rd Generation Partnership Project (3GPP) network, and Long Term (LTE). Evolution) network, 5GPP (5th Generation Partnership Project) network, WIMAX (World Interoperability for Microwave Access) network, Internet, LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network) , Personal Area Network (PAN), Bluetooth (Bluetooth) network, NFC network, satellite broadcasting network, analog broadcasting network, Digital Multimedia Broadcasting (DMB) network, and the like, but are not limited thereto.

In the following, the term “at least one” is defined as a term including the singular number and the plural number, and even if the term “at least one” does not exist, each component may exist in the singular or plural, and may mean the singular or plural. It will be self-evident. In addition, it will be possible to change according to the embodiment that each component is provided in a singular or plural.

The at least one client terminal 100 may be a terminal of a client that performs a task request using a web page, an app page, a program, or an application related to a business brokerage service for the delegate and the delegate. In this case, the business request refers to processing related to legal services, but is not limited thereto. In addition, the at least one client terminal 100 may be a terminal that registers work details and work characteristics when a work request is made. At this time, the business characteristic may be an identifier obtained by dividing legal services into categories, and may be, for example, tax, legal, patent attorney, defense, appraisal, accounting, etc., but is not limited thereto. In addition, the at least one client terminal 100 may be a terminal that pays a brokerage fee when requesting brokerage, and accordingly, the qualified person data listed from the business brokerage service providing server 300 and the qualified person terminal 400 It may be a terminal that lists the registered mandate conditions and fees together. In addition, the at least one client terminal 100 may be a terminal that selects one or more of a plurality of qualified persons. In addition, at least one client terminal 100 may be a terminal that receives a notification of acceptance of the qualified person terminal 400 from the business brokerage service providing server 300, and is a terminal that concludes a contract by determining whether to sign a contract. I can. In addition, the at least one client terminal 100 may be a terminal that transmits a review and rating of a result of signing a contract and requesting a job as feedback data to the business brokerage service providing server 300.

Here, the at least one client terminal 100 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a navigation system, a notebook equipped with a web browser, a desktop, a laptop, and the like. At this time, the at least one client terminal 100 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one client terminal 100, for example, as a wireless communication device that is guaranteed portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) All types of handheld-based wireless communication devices such as terminals, smartphones, smartpads, and tablet PCs may be included.

The business brokerage service providing server 300 may be a server that provides a business brokerage service web page, an app page, a program, or an application for a delegate and a delegate. In addition, the business brokerage service providing server 300 may be a server that registers and publishes a certificate from at least one qualified person terminal 400. To this end, the business brokerage service providing server 300, after receiving a certificate from at least one certificate terminal 400, requests information on a qualified person registered with at least one association server 500 and responds (Ack) It may be a server that undergoes verification by verifying the received data and determining whether it is authentic or not. In addition, the business brokerage service providing server 300 may be a server that generates a category to correspond to at least one type of certification, and further subclasses the category by adding a tag of a specialized field as a sub-classification of the category. In addition, the business brokerage service providing server 300, when registering a possible business field from at least one qualified person terminal 400, selects any one of the corresponding categories, so that the specialized field in at least one qualified person terminal 400 And a server for tagging and storing tags such as qualification fields. In addition, the business brokerage service providing server 300 receives work characteristics and work details from at least one client terminal 100, and when the brokerage fee is paid, searches for a license corresponding to the work characteristics, and retrieves the searched certificate. It may be a server that filters and extracts the possessed qualified person terminal 400. At this time, the business brokerage service providing server 300 extracts keywords based on the requested business content as well as certification, and compares the extracted keywords with previously mapped and stored tags, and the qualified person terminals 400 in the order of high similarity. It may be a server that re-filters. In addition, when the business brokerage service providing server 300 transmits the first filtered list or the second filtered list to the client terminal 100 and selects any one or more qualified persons from the client terminal 100, It may be a server that determines whether to accept or not by transmitting this to the selected qualified person terminal 400. Here, the business brokerage service providing server 300 may be a server that, when receiving a notification of acceptance from the qualified person terminal 400, transmits the notification to the client terminal 100 to proceed with the contract. In addition, the business brokerage service providing server 300 is a server that requests mutual evaluation and review from the client terminal 100 and the qualified person terminal 400 after the work is completed after signing a contract, and receives and accumulates information about it. I can.

Here, the business brokerage service providing server 300 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a navigation system, a notebook equipped with a web browser, a desktop, a laptop, and the like.

The at least one qualified person terminal 400 may be a terminal of a license holder using a web page, an app page, a program, or an application related to a business brokerage service for the delegate and the delegate. In addition, the at least one qualified person terminal 400 may be a terminal that registers a qualified person by performing certification and self-authentication with the business brokerage service providing server 300. In addition, at least one qualified person terminal 400, when receiving the work content of the client terminal 100 from the business brokerage service providing server 300, transmits the commission and commission condition data to the business brokerage service providing server 300 It may be a terminal to do. In addition, the at least one qualified person terminal 400 may be a terminal notifying whether to accept or not when receiving selection data of the client terminal 100 from the business brokerage service providing server 300. In addition, the at least one qualified person terminal 400 may be a terminal that receives a fee and performs business processing when the client terminal 100 discloses an intention to sign a contract. In addition, the at least one qualified person terminal 400 may be a terminal that receives a review request from the business brokerage service providing server 300 after the business process is terminated, and accordingly, is a terminal that provides a review for a client. I can.

Here, the at least one qualified person terminal 400 may be implemented as a computer that can access a remote server or terminal through a network. Here, the computer may include, for example, a navigation system, a notebook equipped with a web browser, a desktop, a laptop, and the like. In this case, the at least one qualified person terminal 400 may be implemented as a terminal capable of accessing a remote server or terminal through a network. The at least one qualified terminal 400 is, for example, a wireless communication device with guaranteed portability and mobility, and includes navigation, Personal Communication System (PCS), Global System for Mobile communications (GSM), Personal Digital Cellular (PDC), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) All types of handheld-based wireless communication devices such as terminals, smartphones, smartpads, and tablet PCs may be included.

At least one association server 500, using or without using web pages, app pages, programs, or applications related to business intermediary services for the delegator and entrustee, to the business intermediary service providing server 300 It may be a server that provides. Here, the at least one association server 500 may be implemented as a computer that can access a remote server or terminal through a network. Here, the computer may include, for example, a navigation system, a notebook equipped with a web browser, a desktop, a laptop, and the like.

FIG. 2 is a block diagram illustrating a server for providing a business brokerage service included in the system of FIG. 1, and FIG. 3 is a block diagram illustrating an embodiment in which a task brokerage service for a delegate and a delegate according to an embodiment of the present invention is implemented. It is a drawing for explanation.

Referring to FIG. 2, the business brokerage service providing server 300 includes an upload unit 310, an extraction unit 320, a transmission unit 330, a list-up unit 340, a notification unit 350, and a determination unit 360. ), may include a qualification management unit 370 and a rating management unit 380.

The business brokerage service providing server 300 according to an embodiment of the present invention or another server (not shown) operating in conjunction with at least one client terminal 100, at least one qualified person terminal 400, and at least one In the case of transmitting a business brokerage service application, program, app page, web page, etc. for the delegate and the delegate to the association server 500, at least one client terminal 100, at least one qualified person terminal 400, and at least one The association server 500 may install or open a business brokerage service application, a program, an app page, a web page, and the like for the delegator and the person in charge. In addition, a service program may be driven in at least one client terminal 100, at least one qualified person terminal 400, and at least one association server 500 by using a script executed in a web browser. Here, the web browser is a program that enables you to use the web (WWW: world wide web) service, and refers to a program that receives and displays hypertext described in HTML (hyper text mark-up language). For example, Netscape , Explorer, chrome, etc. In addition, the application means an application on the terminal, and includes, for example, an app that is executed on a mobile terminal (smartphone).

Referring to FIG. 2, the uploading unit 310 may receive request data from the client terminal 100 and classify and upload the request data according to business characteristics. To this end, the client terminal 100 may register request data including task details and task characteristics. In this case, since it may be difficult for a client who is not a legal expert to distinguish the business characteristics, the business characteristics may be extracted by extracting at least one keyword included in the business contents. For example, if legal advice request data and corresponding legal advice data are collected as big data, it is possible to check which experts handled the consultation request including what kind of keywords, and this is the learning process. In the case of proceeding, it is possible to automatically extract keywords from the work contents while reducing the error rate, and to extract work characteristics (processing fields, corresponding certifications) so that legal services corresponding to the extracted keywords can be provided. Even if they are the same attorney, in most cases, their fields of expertise are different, so the client often does not know which attorney to look for. In this case, since the tag for the specialized field was tagged in the qualified person terminal 400, the relationship between the tag and the keyword for the relevant field was learned, and when big data was constructed by reflecting the learning result, the client It is possible to extract a list of consignees only with the work content without specifying the work characteristics. Of course, various methods other than the above-described methods may be used and are not limited to the above-described methods.

The extracting unit 320 may extract at least one certification terminal in which the type of certification previously mapped and stored in the business characteristic is registered. Through this, when the qualified person terminal 400 registers at least one type of qualification and requests qualification confirmation and is registered, when qualification confirmation is completed, it is possible to receive the request data based on the job characteristics in the registered request data. do.

The transmission unit 330 may transmit the request data to the extracted at least one licensed terminal. To this end, it is as described above that the identifiers that distinguish the business characteristics and at least one type of certification are tagged and mapped, respectively. In addition, the business characteristics may be attributes including legal affairs, accounting, appraisal, labor, administration, defense, tax, and patent defense for each business area, but is not limited thereto. In addition, as described above, words representing qualifications may be in a higher category, tags indicating specialized fields may constitute a lower category, and the structure of each category may be a binary tree structure. For example, assuming that there is a case of filing a patent and looking for a patent attorney, the field that a patent attorney can delegate to is limited according to his or her field of major, so he registers as a "patent attorney" and satisfies the upper category. At the same time, it is necessary to register specializations that can satisfy the subcategory of "Machine". Accordingly, the "qualification" of the qualified person may form the upper node, and the "specialty field" may form the lower node.

The list-up unit 340 may receive commission fee and commission condition data from at least one licensed terminal and transmit the list-up data to the client terminal 100. Here, when registering the request data, the client terminal 100 may pay a brokerage fee for a business brokerage service. Of course, it is obvious that it does not exclude the provision of intermediary services for free.

When the client terminal 100 selects the person qualified person terminal 400 that is the person in charge, the notification unit 350 may transmit a notification of the person's selection to the selected person person terminal 400. In this case, before the notification unit 350 transmits the notification of acceptance, a question-answering platform may be further provided so that the client can solve simple inquiries or questions through question-and-answer. In general, legal regulations are divided into requirements regulation and effect regulation. For example, it is similar to the case of having the effect of D when the conditions of A, B, and C are satisfied. This is similar to a function such as y=f(x), similar to the algorithm of f(A,B,C)=D. Therefore, such legal regulations can be learned, and in the legal provisions Corpus, a user (client) in a form that shows the most similar provisions for a query asked in natural language through a chat interface, or shows the effect when a requirement is entered. Interfaces may also be provided. Through this, the client terminal 100 gains a sense of what it should ask and how to organize the case and explain it to the qualified person. First, the notification unit 350 performs a space check on the text input from the client terminal 100 and performs preprocessing, performs morpheme analysis on the processed rule, and extracts only the noun. The notification unit 350 constructs a word dictionary by adding a compound noun with spaces and a compound noun without spaces for consecutive nouns among the extracted nouns, and uses the nouns included in each legal regulation to form a standard weight vector. We can create and normalize to a unit vector to fit the size. In addition, the notification unit 350 stores word information, clause information consisting of clauses and weight vectors in a database, performs spacing checks and morpheme analysis when a user inputs a query, and creates compound nouns for consecutive nouns as prescribed. Add it. The notification unit 350 calculates a weight vector using the nouns and compound nouns included in the query, measures and ranks the cosine similarity of the user's query and clause title and body unit, and then extracts the highest ranking. You can pass the clause to the user in response.

In addition to this, the notification unit 350 may further perform query vector correction to improve the terminology search accuracy. In other words, unlike general documents, regulations contain many Chinese characters or compound nouns, which causes a problem of misrecognition of morpheme analysis. If the attached compound noun is used spacing, errors in morpheme analysis are reduced, but the original meaning of the compound noun is dismantled and cannot be reflected in the search. Accordingly, the notification unit 350 may use a compound noun made of a noun included in a sentence and a continuous noun as a keyword of the sentence in order to reduce the morpheme analysis error and increase the importance of the compound noun. In this case, the weight vector for each legal provision may use a TF-IDF (Term Frequency-Inverse Document Frequency) based on a frequency, and may be normalized to a unit vector having a size of 1. Because the main keyword is included in the title due to the nature of legal regulations, the similarity can be calculated by separating the title and the content. In the case of a compound noun included in the query, it may have the reciprocal of the average DF of the synthesized noun, not the IDF. For example, in the case of "Please tell me the criteria for calculating the indirect cost in the query," the noun in the query is the indirect cost, calculation, and criterion, and the complex noun indirect cost estimation for consecutive nouns may be added to this query vector. Of course, it will be apparent that it is not limited to the above-described method, and that various methods can be used.

When the commissioning fee is paid by the client terminal 100, the determination unit 360 may determine a contract and transmit it to the client terminal 100 and the selected qualified person terminal 400. At this time, after notifying and accepting that the contract is signed, there may be clients who do not. To prevent this, the determination unit 360 may use an escrow system or a smart contract of a blockchain.

The qualification management unit 370 receives an application for subscription from at least one qualified person terminal 400, and a copy of the qualification license that proves at least one type of qualification of the at least one qualified person terminal 400, self-certification, and maintenance of qualifications At least one qualified person terminal 400 may be registered by receiving the status data. And, when the qualification management unit 370 receives the status data of qualification maintenance from at least one qualified person terminal 400, at least one qualified person terminal from at least one association server 500 that manages at least one type of certification It is possible to check whether the status of status of status of status of status of status of status of status of status of status of qualification of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status of status maintaining status remains on status as (400) is received and compared.

The rating management unit 380 receives and accumulates reviews and ratings on the business processing of the qualified person terminal 400 for which the contract has been concluded, from the client terminal 100, and is a delegating terminal from the qualified person terminal 400 that has confirmed the contract. You can receive and accumulate reviews and ratings. In this case, the rating management unit 380 may develop a simple review or rating evaluation method as a method of performing an emotion analysis. Emotion analysis refers to a method of extracting emotion contained in an object mainly from text, and is also a sub-field of text mining, and also includes opinion mining. At this time, the process of emotion analysis begins with a process of collecting data (Data Acquisition). Here, data to be analyzed and training data are required, and a text pre-processing process is performed so that natural language processing (NLP) is performed. First of all, the collected raw data is generally noisy, so it is often not suitable for use as it is for learning. Therefore, a pre-processing process is required to remove noise and leave only words necessary for learning. In the pre-processing process, a method of splitting a sentence into words (Tokenize), deleting words that are not related to emotions such as conjunctions, articles, verbs, etc., and fixing the words into a prototype (Lemmatize) can be used. In order to create an emotion analysis model, a machine learning-based method and a dictionary-based method can be used. At this time, the machine learning-based method can also be used in the field of legal services including a large number of technical terms and legal terms because words not in the dictionary or words frequently used in a specific domain can also be reflected in the analysis. Finally, in order to verify the performance of the emotion analysis model, cross-validation can be used in the machine learning base, and as measures of evaluation, accuracy, precision, recall, And an F1 score, which is a harmonic average of accuracy and recall, may be used, but is not limited thereto.

In addition, corrections can be made to the classification result of the sentiment analysis model.For example, even if text classified as positive, 90% positive reviews would contain more favorable reviews for the service than 30% positive reviews. Most likely. Thus, a method of giving a higher correction value to the latter review can be used. In addition, in order to evaluate the service using user feedback, a method of defining the type of user feedback and classifying reviews, and an emotional analysis using a learning algorithm, Support Vector Machine (SVM), are performed. A method of doing can be used. In the support vector machine, classification can also be performed using adjectives, document frequency information for 4 parts of speech, TF-IDF, and chi-square statistics of acquisition amounts as input variables. Of course, it is not limited to those described above, and it will be apparent that various methods can be used.

Meanwhile, as described above, in order to automatically extract business characteristics from business content, big data must be constructed. To this end, the business brokerage service providing server 300 according to an embodiment of the present invention includes existing legal advice request data and legal Advisory data can be stored in parallel and distributed as raw data. In addition, the business brokerage service providing server 300 refines unstructured data, structured data, and semi-structured data included in the stored raw data, and performs pre-processing including classification as metadata. It can be performed, and the preprocessed data can be analyzed including data mining. In addition, the business brokerage service providing server 300 may visualize and output the analyzed data. At this time, in data mining, classification (Classification), which predicts a class of new data by learning a training data set with a known class by searching for an intrinsic relationship between preprocessed data, or clustering that group data based on similarity without class information ( Clustering) can be performed. Of course, there may be various other mining methods, and may be mined differently according to the type of big data to be collected and stored or the type of query to be requested later. The big data constructed in this way may be verified through deep learning or machine learning of artificial neural networks.

At this time, the artificial neural network can use a CNN (Convolutional neural network) structure, which is a network structure using a convolutional layer, which is suitable for image processing, and can classify images based on features in the image by inputting image data. Because it can. In addition, text mining is a technology that aims to extract and process useful information from non/semi-structured text data based on natural language processing technology. Through text mining technology, meaningful information can be extracted from a vast bundle of texts, linkages with other information can be grasped, and the results can be obtained beyond finding a category of text or simply searching for information. Using this, in the business brokerage service according to an embodiment of the present invention, large-capacity language resources and statistical and regular algorithms may be used to analyze an identifier or natural language input as a query and discover hidden information therein. In addition, cluster analysis can be used to finally discover groups of similar characteristics while combining objects with similar characteristics.

Hereinafter, an operation process according to the configuration of the above-described business brokerage service providing server of FIG. 2 will be described in detail with reference to FIG. 3 as an example. However, it will be apparent that the embodiment is only any one of various embodiments of the present invention, and is not limited thereto.

Referring to FIG. 3A, (a) the business brokerage service providing server 300 performs certification and identity authentication from at least one qualified person terminal 400, and cross-references with information such as at least one association server 500 By doing so, it is determined whether it is authentic or not, and only the holder of a true certificate is registered on the platform according to an embodiment of the present invention. And, (b) when the business characteristics (criminal) and business details (assault charges, etc.) are uploaded from the client terminal 100, the business brokerage service providing server 300 receives the brokerage fee and checks the business details and business characteristics. Search for a licensed person who will do business with you. In addition, (c) when the client terminal 100 selects any one or more qualified persons (including preliminary), the (c) business brokerage service providing server 300 transmits them to the qualified person terminal 400 of the selected qualified person to receive commission and Upload the mandate condition data. Finally, (d) the business brokerage service providing server 300, when a delegation contract is concluded at the client terminal 100, notifies both parties of the contract conclusion and feedback reviews and ratings from both parties after the work is finished. Receive.

In FIG. 3B, a procedure of proceeding from the end user side is described. Therefore, the terminal is excluded and the user proceeds in order to explain how the user proceeds, but it is clarified that it is performed through hardware and system as described above. Article 2 Violation Article 29 Violation of the text is not a violation of the non-invention and establishment of the invention. At this time, the user assumes both parties, and one party (receiver) is assumed to be a legal counsel, and the other party is assumed to be a client who is a delegate. Of course, it does not exclude parties arising from court and contract agreements, such as office management or contracts, other than the above-described mandate relationship. In addition, hereinafter, the mediation platform is defined as the same as the business mediation service providing server 300 according to an embodiment of the present invention.

① (STEP 1) Join the mediation platform

-Clients with tasks to be delegated to the legal counsel will sign up for the brokerage platform and receive approval for registration by entering identity verification and application information.

② (STEP 2) Registration of the delegated work (registration, etc.) of the client (committee)

-After selecting ‘legal attorney’ from a group of people in charge of duties, register the business details, region, and special details and save

-The registration fee (commission brokerage fee and registration deposit) must be paid in advance at the time of registration, and the registration deposit will be refunded in full at the end of the commissioning service.

-When registering the delegation, only the task details, region, and specific matters can be inquired, so the consignee cannot know who the client is.

③ (STEP 3) Application for the commissioner (legal attorney)

-Assignee can participate by inquiring the list of delegated tasks (application deadline 1 week)

-Only the'legal attorney' delegated tasks can be searched for the group in charge of legal attorneys.

-Delegator's personal information cannot be viewed on the screen (blind)

-Advance payment of commission brokerage fee at the time of application for commission

④ (STEP 4) The client (committee) compares price estimates, etc. and selects a legal counsel

-Price estimate for each applicant (ⓐ basic fee, ⓑ continuous medical treatment, ⓒ original certificate preparation, ⓓ registration fee, ⓔ daily, ⓕ transportation cost, ⓖ issuance of certificate, ⓗ other expenses), register the scope of work

-The person's personal information cannot be viewed on the screen (blind)

-The delegate selects the 1st priority target and the 2nd priority target (preliminary) in order

⑤ (STEP 5) Signing a contract

-2nd priority after the 1st priority candidate approves the appointment or the 2nd target person rejects the appointment

Contract can be concluded if the target person accepts the appointment

-When the mandate is approved, the information of both parties who were blinded

Open and appear on the screen in contract form

-If there is a confirmation signature (certification) of the client (committee) on the screen, the contract is automatically concluded

⑥ (STEP 6) Notification of the person in charge and delegation of work

-Notification of mandate and provision of power of attorney

-Provision of delegation documents and work progress (online or offline)

⑦ (STEP 7) Delegation business termination registration and registration deposit refund

-When the delegator notifies the end of the delegation, the registration deposit is refunded to the designated account.

* At the end of the delegation, a reputation grade is given through evaluation of the person in charge (differentiated annual fee by classifying it into diamond/gold/silver/bronze according to the reputation grade)

⑧ (STEP 8) Reputation and point accumulation

-Calculate/establish the reputation of the delegate according to the evaluation of the delegate

-Points are accumulated when the commissioner registers the review, and the accumulated points can be transferred to other users afterwards (points above a certain number can be deducted for payment) * Payment method: Pay by card and virtual account (register for refund) Deposit without bankbook)

The matters that are not described in the method of providing the business brokerage service for the delegator and the entrustee of Figs. 2 and 3 are the same as or described above with respect to the method of providing the business brokerage service for the delegator and the entrustee through FIG. Since it can be easily inferred from the contents, the description will be omitted below.

FIG. 4 is a diagram illustrating a process of transmitting and receiving data between components included in the system for providing a business brokerage service for a delegate and a delegate of FIG. 1 according to an embodiment of the present invention. Hereinafter, an example of a process in which data is transmitted/received between each component will be described with reference to FIG. 4, but the present application is not limitedly interpreted as such an embodiment, as illustrated in FIG. 4 according to various embodiments described above. It is apparent to those skilled in the art that the process of transmitting and receiving data may be changed.

4, the business brokerage service providing server 300 receives registration from the qualified person terminal 400 (S4100), checks the authenticity of the license through the association server 500 (S4200), and the verification is completed. Qualified persons are registered (S4300). In addition, the business brokerage service providing server 300 maps and stores the task characteristics and the certification, and when the task characteristics and task details are received from the client terminal 100 (S4500), and the brokerage fee is paid (S4600), the task A certificate corresponding to this is extracted based on the characteristics (S4610), a keyword is extracted from the work content, and the qualified person terminal 400 registered with a tag having a preset similarity to this is extracted (S4630), and the work content is transmitted ( S4650).

And, the business brokerage service providing server 300, when receiving the commission and commission conditions from the qualified person terminal 400 (S4700), and transmits it to the client terminal 100 (S4710) and the entrustee in the client terminal 100 When this is selected (S4800), notification of the contract conclusion is performed to the selected qualified person terminal 400 and the client terminal 100 (S4810).

And, when the event end period has elapsed, the business brokerage service providing server 300 requests a review from the client terminal 100 and the qualified person terminal 400 (S4910), and reviews to accumulate data between each other upon receiving registration. Is updated (S4920).

The order between the above-described steps S4100 to S4920 is only an example and is not limited thereto. That is, the order of the above-described steps (S4100 to S4920) may be mutually changed, and some of the steps may be executed or deleted at the same time.

The matters not described with respect to the method of providing the business brokerage service for the delegator and the entrustee of FIG. 4 are the same as or described above with respect to the method of providing the business brokerage service for the delegator and the entrustee through FIGS. 1 to 3 above. Since it can be easily inferred from the contents, the description will be omitted below.

5 is a flowchart illustrating a method of providing a business brokerage service for a delegate and a delegate according to an embodiment of the present invention. 5, the business brokerage service providing server receives the request data of the client terminal, classifies and uploads the request data according to the business characteristics (S5100), and registers the type of license previously mapped to the business characteristics and registered. The licensed terminal of is extracted (S5200).

In addition, the business brokerage service providing server transmits the requested data to the extracted at least one licensed terminal (S5300), receives commission and commission condition data from at least one licensed terminal, and transmits the listed data to the client terminal. Do (S5400).

In addition, when the client terminal selects a qualified person terminal as a consignee, the business brokerage service providing server transmits a notification of selection of a consignee to the selected qualified person terminal (S5500), and when the client terminal pays the commission fee, the contract is concluded. It transmits to the client terminal and the selected qualified person terminal (S5600).

The matters not described with respect to the method of providing the business brokerage service for the delegate and the delegate of FIG. 5 are the same as or described above with respect to the method of providing the service brokerage service for the delegate and the delegate through FIGS. Since it can be easily inferred from the contents, the description will be omitted below.

The method of providing a business brokerage service for a delegator and a delegate according to an embodiment described with reference to FIG. 5 is also implemented in the form of a recording medium including instructions that can be executed by a computer such as an application or program module executed by a computer. Can be. Computer-readable media can be any available media that can be accessed by a computer, and includes both volatile and nonvolatile media, removable and non-removable media. Further, the computer-readable medium may include all computer storage media. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.

The above-described method for providing a business brokerage service for a delegator and a mandate according to an embodiment of the present invention includes an application basically installed in a terminal (this may include a program included in a platform or an operating system basically installed in the terminal). It may be executed by, and may be executed by an application (ie, a program) directly installed on the master terminal by a user through an application providing server such as an application store server, an application, or a web server related to the service. In this sense, the method for providing a business brokerage service for a delegator and a delegate according to an embodiment of the present invention described above is implemented as an application (i.e., a program) installed in the terminal or directly installed by the user, and It can be recorded on a recording medium that can be read by.

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 in all respects and not limiting. 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 interpreted as being included in the scope of the present invention. do.

Claims (7)

A client terminal for registering request data including task details and task characteristics, and selecting a recipient based on at least one commission received;
Register at least one type of license to request qualification confirmation, and when qualification confirmation is completed, receive the request data based on the business characteristics in the registered request data, and receive and process the request data At least one qualified person terminal for transmitting condition data to the client terminal; And
An upload unit for registering the request data of the client terminal and classifying and uploading the request data according to business characteristics, an extracting unit for extracting at least one licensed terminal in which the type of license previously mapped and stored in the business characteristics is registered, and the extracted A transmission unit that transmits the request data to at least one licensed terminal, a listup unit that receives commission and commissioning condition data from the at least one licensed terminal and transmits the listed data to the client terminal, and a trustee from the client terminal In the case of selecting a qualified person terminal, a notification unit that transmits a notice of appointment of a mandate to the selected qualified person terminal, and when the client terminal pays the commission fee, the contract is concluded and transmitted to the client terminal and the selected qualified person terminal. A business brokerage service providing server including a determination unit;
A system for providing a business brokerage service for a delegate and a mandate including a.
The method of claim 1,
A system for providing a business brokerage service for a delegator and an entrustee, wherein an identifier for identifying the business characteristic and the at least one type of certificate is tagged and mapped and stored, respectively.
The method of claim 1,
The business characteristic is a system for providing a business brokerage service for a delegator and a mandate, characterized in that it is an attribute including legal affairs, accounting, appraisal, labor, administration, defense, tax, and patent attorney for each business area.
The method of claim 1,
The client terminal, when registering the request data, a system for providing a business brokerage service for a delegator and an entrustee, characterized in that it pays a brokerage fee for a business brokerage service.
The method of claim 1,
The business brokerage service providing server,
The at least one qualified terminal by receiving a subscription application from the at least one qualified terminal, receiving a copy of the qualification license proving at least one type of qualification of the at least one qualified terminal, identity authentication, and qualification maintenance status data Qualification management department receiving registration;
A system for providing a business brokerage service for a delegator and a mandate, characterized in that it further comprises.
The method of claim 5,
The qualification management unit,
When the qualification maintenance status data is received from the at least one qualified person terminal, the at least one qualified person terminal is fed back as an input value from at least one association server that manages the at least one type of certification. A system for providing a business brokerage service for a delegator and an entrustee, characterized in that after comparison, the authenticity of the status data on the status of qualification maintenance is checked.
The method of claim 1,
The business brokerage service providing server,
A rating management unit that receives and accumulates reviews and ratings for the business processing of the qualified person terminal for which the contract has been concluded from the client terminal, and receives and accumulates the reviews and ratings of the delegate terminal from the qualified person terminal for which the contract has been concluded;
A system for providing a business brokerage service for a delegator and a mandate, characterized in that it further comprises.

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