CN117453737A - Touch relation construction method, touch path query method and related devices - Google Patents
Touch relation construction method, touch path query method and related devices Download PDFInfo
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Abstract
The invention relates to the technical field of big data analysis, in particular to a touch relation construction method, a touch path query method and a related device, wherein the touch relation construction method comprises the steps of combing key information of enterprises in a target area by combining information combing rules to form an information set; information association is carried out among the enterprise information sub-set, the organization information sub-set and the personnel information sub-set, so as to form a touch relation network database. The method and the system for achieving the touch relation by the user have the advantages that relations among enterprises, personnel, institutions, enterprises, institutions, personnel and personnel in a target area are mined, a touch relation network database is formed, a touch relation network of the user is built based on user resources and enterprise big data information, then the user resources are used as a touch path starting point, the target enterprise is used as a touch path ending point, a path of the user touch enterprise is obtained, the user is helped to quickly and accurately contact the target enterprise through the touch path, and work efficiency and touch quality are greatly improved.
Description
Technical Field
The invention relates to the technical field of big data analysis, in particular to a touch relation building method, a touch path query method and a related device.
Background
Before explaining the embodiment of the present invention in detail, an application scenario of the embodiment of the present invention is described. With the rapid growth of economy, the recruiter has become an important means for realizing GDP growth and urban industry development all over the country, and the recruiter offices and the campus management units all over the country can attract new clients through the recruiter, so that the loyalty of clients is improved, the sales channel is expanded, and the investment risk is reduced.
The conventional business contact still adopts the traditional mode of manually collecting the required business information by introducing others, and manually screening, collecting and inquiring, so that the process needs to consume a great deal of time and energy, has low efficiency, does not necessarily contact the business on the basis of occupying a great deal of time and energy of the business person, seriously influences the working efficiency of the business person, and has lower contact quality, so that the business person cannot contact the target business in the first time, and misses the good business machine.
Furthermore, the existing disclosed investment relation construction method is constructed only for stakeholders, the related data types are single, and the method is not suitable for the inquiry of a business-tendering access path, for example:
publication number CN112783943a, a method, apparatus, device, storage medium and program product for extracting a control relationship, the method in embodiments comprising: acquiring a pre-generated stakeholder investment relation diagram, wherein the stakeholder investment relation diagram is used for representing the investment relation between stakeholders and invested enterprises; receiving or transmitting a message from the vertex of the stakeholder investment relation graph, and updating the message path array of the vertex; traversing the message path array of the vertex, and extracting the enterprise indirection relation. The embodiment provides a method for extracting the indirection relation based on vertex message transmission, which improves the calculation efficiency by continuously receiving or sending messages among vertices and can extract the indirection relation and indirection path which are intricate and complex among enterprises in a short time. The publication only relates to path establishment of stakeholders, has single data types, and if the publication is used for the access path inquiry of a sponsor, the access path inquiry of the sponsor is inaccurate, and the enterprise or personal sponsor is not facilitated.
The publication number is CN107644065A, and a method and a device for constructing an enterprise information relationship network, wherein the method comprises the following steps: reading enterprise basic information in the enterprise basic information relation table to a memory according to batches, creating a data structure of enterprise nodes based on the information and storing the data structure to a hard disk, and storing a first mapping table to the memory; the first mapping table includes: the identity of the enterprise node and the identity of the corresponding enterprise; sequentially carrying out the same processing on the investment relation between enterprises, the personnel information table, the investment relation between enterprises and personnel and the personnel job assignment relation table according to batches to obtain an enterprise information relation network comprising the data structure of enterprise nodes, the data structure of personnel nodes, the investment relation edges between the nodes and the job assignment relation edges; and releasing the mapping table stored in the memory. The method mainly utilizes enterprise structured data to acquire full-dimension information of each enterprise, and then establishes an enterprise information relationship network by taking the full-dimension information of each enterprise as a unit, so that enterprise information in the enterprise is more definite, but the enterprise information is not expanded outwards for the enterprise structured data of the enterprise, and is not suitable for a business-tendering access path query.
Disclosure of Invention
The invention provides a touch relation building method, a touch path query method and a related device method, which overcome the defects of the prior art, and can effectively solve the problems of great time and energy consumption, low efficiency and low touch accuracy of a manually collected and screened business-tendering touch method.
One of the technical schemes of the invention is realized by the following measures: a touch relation building method comprises the following steps:
combining the information carding rules to card key information of each enterprise in the target area to form an information set, wherein the information carding rules are formed according to the integration characteristics of the key enterprise information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset;
information association is carried out among the enterprise information sub-set, the organization information sub-set and the personnel information sub-set, so as to form a touch relation network database.
The following are further optimizations and/or improvements to the above-described inventive solution:
the information carding rule comprises the following steps:
performing duplication elimination and integration on enterprise business information at an enterprise level;
searching enterprises belonging to the types of funds and management institutions at the institution level, combing investment information of the integrated funds and management institutions in combination with the attribute of the funds;
personnel information, relationships between personnel and enterprises, and relationships between personnel and people are integrated by carding at the personnel level.
The above-mentioned key information of each enterprise in the combing target area of combining information combing rule forms the information set, including:
basic information of each enterprise in the target area is acquired, wherein the basic information comprises business information, stakeholder information, outward investment information, bidding information and personnel information;
cleaning basic information of each enterprise, and extracting key information, wherein the key information comprises business data, stockholder information, financing information, external investment information, core team personnel information, bidding information, high management information and stranding and controlling information;
and carding the key information of each enterprise according to an information carding rule to form an information set, wherein the information carding rule is formed according to the integration characteristics of the key information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset.
Information association is carried out among the enterprise information sub-set, the mechanism information sub-set and the personnel information sub-set to form a touch relation network database, and the method comprises the following steps:
information association is carried out in the enterprise information sub-set, the organization information sub-set and the personnel information sub-set respectively through node matching and association modes;
information association is carried out among the enterprise information subsets, the organization information subsets and the personnel information subsets in an information matching and association mode, so that a touch relation network database is formed.
The second technical scheme of the invention is realized by the following measures: the touch path query method is characterized by comprising the following steps:
acquiring basic information of a user, wherein the basic information comprises business information, stakeholder information, outward investment information, bidding information and personnel information;
generating a touch relation network of a user by using a touch relation building method;
receiving a touch path query request, wherein the touch path query request includes one or more target information;
and searching and displaying the touch paths in the touch relation network by taking the user resource as the starting point of the touch paths and the target information as the end point of the touch paths, wherein the touch paths are one or more.
The following are further optimizations and/or improvements to the above-described inventive solution:
the method further comprises the steps of filtering and screening the touch paths according to the relation among touch nodes, the type of the touch nodes, the relation strength and the touch level, and finding out the optimal touch mode.
The third technical scheme of the invention is realized by the following measures: a touch relationship construction apparatus comprising:
the information processing unit is used for combing key information of each enterprise in the target area by combining an information combing rule to form an information set, wherein the information combing rule is formed according to the integration characteristics of key enterprise information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset;
and the relation forming unit is used for carrying out information association among the enterprise information subsets, the mechanism information subsets and the personnel information subsets to form a touch relation network database.
The fourth technical scheme of the invention is realized by the following measures: a touch path query device, comprising:
an information acquisition unit that acquires basic information of a user, wherein the basic information includes business information, stakeholder information, outward investment information, bidding information, and personnel information;
the relation network construction unit is used for generating a touch relation network of the user by using a touch relation construction method;
a request receiving unit for receiving a touch path query request, wherein the touch path query request comprises one or more target information;
and the path searching unit is used for searching the touch path in the touch relation network by taking the user resource as the starting point of the touch path and the target information as the end point of the touch path, wherein the touch path is one or more.
The following are further optimizations and/or improvements to the above-described inventive solution:
the method further comprises an optimal selection unit, wherein the optimal touch mode is found by filtering and screening the touch paths according to the relation among touch nodes, the type of the touch nodes, the relation strength and the touch level.
The fifth technical scheme of the invention is realized by the following measures: an electronic device comprising a processor and a memory, wherein the memory stores a computer program that is loaded and executed by the processor to implement a touch path query method.
The method and the system can accurately mine the relations among enterprises, enterprises and personnel, institutions and institutions, institutions and enterprises, institutions and personnel in the target area to form a touch relation network database, provide data support for searching touch paths of the target enterprises, and improve the efficiency and accuracy of touch path inquiry. And the method aims at the problem that a user cannot quickly and accurately contact a target enterprise, based on user resources and enterprise big data information, a user contact relation network is constructed, then the user resources are taken as the starting points of the contact paths, the target enterprise is taken as the end points of the contact paths to obtain the paths of the user contact enterprises, the user is helped to quickly and accurately contact the target enterprise through the contact paths, the working efficiency is greatly improved, and the contact quality is improved.
Drawings
FIG. 1 is a flow chart of a touch relationship construction method of the present invention.
FIG. 2 is a flowchart of a touch relationship construction method according to another embodiment of the present invention.
FIG. 3 is a flowchart of a touch path query method according to the present invention.
FIG. 4 is a flowchart of another touch path query method according to the present invention.
FIG. 5 is a schematic diagram of a touch relationship building apparatus according to the present invention.
Fig. 6 is a schematic structural diagram of a touch path query device according to the present invention.
Detailed Description
The present invention is not limited by the following examples, and specific embodiments can be determined according to the technical scheme and practical situations of the present invention.
Before explaining the embodiment of the present invention in detail, an application scenario of the embodiment of the present invention is described. With the rapid growth of economy, the recruiter has become an important means for realizing GDP growth and urban industry development all over the country, and the recruiter offices and the campus management units all over the country can attract new clients through the recruiter, so that the loyalty of clients is improved, the sales channel is expanded, and the investment risk is reduced. However, the conventional method for manually collecting the required enterprise information by introducing others and manually screening, collecting and inquiring is still adopted by the conventional business trip, and the process needs to consume a great deal of time and effort, has low efficiency and is difficult to realize comprehensively and accurately. Under the scene of the like, the touch relation network can be constructed by combining the association relations among enterprises, personnel, institutions, enterprises, institutions and the related devices according to the touch relation construction method, the touch path query method and the related devices, and the optimal processing path is searched based on the self resources when searching the enterprises, potential investors, business partners and clients.
The invention is further described below with reference to examples and figures:
example 1: as shown in fig. 1, the embodiment of the invention discloses a touch relation building method, which comprises the following steps:
step S110, key information of each enterprise in the target area is combed by combining an information combing rule to form an information set, wherein the information combing rule is formed according to the integration characteristics of key enterprise information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset.
The key information of the enterprise in this step may be set according to the actual requirement, and may include, but not limited to:
business information: business name, unified social credit code, legal representative;
stakeholder information: stakeholder name, fund ratio;
financing information: the name of the investor, the exit party, the investment time, the investment amount and the investment proportion;
external investment information: externally invested enterprise name, investment amount, investment duty ratio and investment time;
core team information: personnel name, birth date, place of birth, graduation institution and family, wilting enterprise and corresponding position;
main personnel information: personnel name, birth date, place of birth, graduation institution and family, wilting enterprise and corresponding position;
bidding information: the bid unit name, the bid winning supplier name, the bid participating supplier name, the time of disclosure;
high management information: personnel name, birth date, place of birth, graduation institution and family, wilting enterprise and corresponding position;
stranding control information: associate the name of the enterprise, the relationship of the participating strands, the proportion of the participating strands and the investment amount.
In the step, key information of each enterprise in the target area is combed by combining with an information combing rule to form an information set, namely, the key information of each enterprise is classified and combed according to three major categories of enterprise information, organization information and personnel information by the information combing rule and is stored in each corresponding sub-set to form an enterprise information sub-set, an organization information sub-set and a personnel information sub-set. Therefore, key information of each enterprise is not disordered, and the formation of the relational network database is facilitated.
And step S120, information association is carried out among the enterprise information subsets, the mechanism information subsets and the personnel information subsets to form a touch relation network database.
Because the relationships of stockholder relationship, investment relationship, business cooperation relationship, old and rural relationship, alumni relationship, colleague relationship and the like exist among the enterprise, the organization and the personnel among the same type and among different types, the embodiment can determine and associate each node by utilizing the node matching and association modes to form a touch relationship network of the intersection of the enterprise and the enterprise, the enterprise and the personnel, the organization and the organization, the organization and the enterprise, the organization and the personnel and form a touch relationship network database.
The touch relation building method disclosed by the embodiment of the invention can accurately mine the relations among enterprises, enterprises and personnel, institutions and institutions, institutions and enterprises, institutions and personnel in the target area, form a touch relation network database, provide data support for searching the touch path of the target enterprise, improve the efficiency and accuracy of touch path inquiry and improve the accuracy of a sponsor.
Example 2: as shown in fig. 2, the embodiment of the invention discloses a touch relation building method, which comprises the following steps:
step S210, basic information of each enterprise in the target area is acquired, wherein the basic information comprises business information, stockholder information, outward investment information, bidding information and personnel information.
The basic information of each enterprise in the target area can be acquired through an industrial and commercial information system or can be automatically recorded by each enterprise in the target area, wherein the personnel information comprises enterprise stakeholder information, enterprise high management information, enterprise core team information, investment institution partner information and well-known investor information.
Step S220, basic information of each enterprise is cleaned, and key information is extracted, wherein the key information comprises business data, stakeholder information, financing information, external investment information, core team personnel information, bidding information, high management information and stock control information.
The above-mentioned basic information of every enterprise is cleaned, including checking information consistency, processing invalid value and missing value, etc.. If the basic information has invalid value or missing value, the input can be marked and manually collected again.
After the basic information of each enterprise is cleaned, the key information is extracted to remove the interference information, where the key information may be set according to the required touch relation network, and may include, but not limited to:
business information: business name, unified social credit code, legal representative;
stakeholder information: stakeholder name, fund ratio;
financing information: the name of the investor, the exit party, the investment time, the investment amount and the investment proportion;
external investment information: externally invested enterprise name, investment amount, investment duty ratio and investment time;
core team information: personnel name, birth date, place of birth, graduation institution and family, wilting enterprise and corresponding position;
main personnel information: personnel name, birth date, place of birth, graduation institution and family, wilting enterprise and corresponding position;
bidding information: the bid unit name, the bid winning supplier name, the bid participating supplier name, the time of disclosure;
high management information: personnel name, birth date, place of birth, graduation institution and family, wilting enterprise and corresponding position;
stranding control information: associate the name of the enterprise, the relationship of the participating strands, the proportion of the participating strands and the investment amount.
Step S230, key information of each enterprise is carded according to an information carding rule to form an information set, wherein the information carding rule is formed according to the integration characteristics of the key information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset.
The information carding rule can be set according to the required forming of the touch relation network, and comprises the following steps:
the first rule is to perform duplication elimination and integration on enterprise business information at the enterprise level;
the rule is to search by using business information (enterprise name and unified social credit code), and two or more enterprises with the same name or the same unified social credit code are considered as the same enterprise, and key information corresponding to the same enterprise is integrated at the moment, so that duplication removal of the same enterprise is realized, and the computational complexity of touch relation establishment is reduced.
Searching enterprises belonging to the types of funds and management institutions in the institution level, combing investment information of the integrated funds and management institutions in combination with the attribute of the funds;
the purpose of the rule is to mine the relationship among the management institution, the fund and the investment enterprises and to determine the investment information of the fund and the management institution. The process of executing the rule includes: firstly, searching and dividing enterprises belonging to the types of funds and management institutions based on key information of each enterprise, then acquiring the fund attribute based on the key information, wherein the fund attribute comprises affiliated institution information, manager information, stakeholder information, investment information and the like, and finally determining the investment information of the funds and the management institutions by combining the fund attribute; for example, find out the fund a, the fund B, the fund C, the management organization a, the management organization B, determine that the fund a, the fund B belong to the management organization a, the fund C belongs to the management organization B, and comb the manager information of the fund a, the fund B, the fund C, and the investment information thereof, determine the enterprise information of the investment.
And thirdly, combing and integrating personnel information, the relationship between personnel and enterprises and the relationship between personnel and personnel at the personnel level.
The rules are matched through the equity relationship among personnel names, native places, graduation institutions, incumbent enterprises and incumbent enterprises, and personnel information is integrated.
In step S240, information association is performed in the enterprise information subset, the organization information subset, and the personnel information subset by means of node matching and association, respectively.
The enterprise information subset is internally associated with each other, and then the relationship between the enterprises is formed by matching the external investment information, bidding information, and stock control information of the enterprises, for example, the enterprise A is the stockholder of the enterprise B, the enterprise B is the supplier of the enterprise C, the enterprise C invests the enterprise D, each node is associated according to the matching result, and the relationship after the association is enterprise A- > enterprise B- > enterprise C- > enterprise D.
The above-mentioned organization information subset is internally related, then the relationship between the management organization after carding and its affiliated funds is used to match the investment information of the funds and management organization, so as to form the relationship among enterprise, funds, management personnel and management organization, for example, the management personnel of the funds A is management personnel A, the management personnel of the funds B is management personnel B, the management personnel of the funds C is management personnel C, after carding, it is determined that both management personnel A and management personnel B belong to brand organization A, management personnel C belongs to brand organization C, the funds A invest enterprise A, and the funds B invest enterprise B, the foundation C invests enterprises B and C, at the moment, all nodes are associated according to a matching result, a plurality of contact relations can be formed after the nodes are associated, the contact relations comprise enterprises A- (foundation A- (manager A- (brand organization A), manager B- (foundation B- (enterprise B- (foundation C-) enterprise C, enterprises A- (foundation A- (manager A- (brand organization A- (manager B- (foundation B-) foundation B- (enterprise B-) foundation C- (enterprise C-) enterprise C) and enterprises C, and the corresponding contact relations can be selected according to the selection of the nodes during the subsequent contact route selection.
The above personnel information subset is internally associated, and then the relationship between personnel and enterprises is matched through the personnel information after carding, for example, personnel A is in the possession of enterprise A, personnel B is in the possession of enterprise B, personnel A and personnel B are alumni/old country, at this time, each node is associated according to the matching result, and the touch relationship which can be formed after association can be enterprise A- (personnel B-) enterprise B.
When the information association is respectively carried out in the enterprise information subsets, the mechanism information subsets and the personnel information subsets in the node matching and association mode, the situation that each node serves as a starting point or an ending point can be fully considered to form a corresponding touch relationship when the touch relationship is formed due to the difference of the starting point and the ending point, and effective data support is provided for the rapid formation of the follow-up touch path.
Step S250, information association is carried out among the enterprise information subsets, the organization information subsets and the personnel information subsets in an information matching and association mode, so as to form a touch relation network database.
The step is to perform node fusion on the touch relation formed by the enterprise information sub-set, the organization information sub-set and the personnel information sub-set independently to form a touch relation network database.
The embodiment of the invention discloses a touch relation building method, accurately mining relations among enterprises, institutions and personnel in the target area based on key information of each enterprise in the target area, and a touch relation network database is formed by utilizing a matching and association mode, data support is provided for searching a touch path of a target enterprise, the efficiency and accuracy of touch path inquiry are improved, the accuracy of a sponsor is improved, and the processing process is simple and high in applicability.
Example 3: as shown in fig. 3, an embodiment of the present invention discloses a touch path query method, which includes:
step S310, basic information of the user is obtained, wherein the basic information comprises business information, stakeholder information, outward investment information, bidding information and personnel information.
Step S320, generating a touch relationship network of the user by using the touch relationship building method described in the above embodiment.
In the step, key information (enterprise name, stockholder information, external investment information, bidding information and personnel information) in the basic information of the user is extracted, the key information is matched with each node in the touch relation network database, and the user is fused into the touch relation network according to the matching information.
In step S330, a touch path query request is received, wherein the touch path query request includes one or more target information.
The reach path query request in this step includes one or more target information that needs to be queried, which may include, but is not limited to, business name, legal information, stakeholder information, and the like.
In step S340, the user resource is used as a start point of the touch path, the target information is used as an end point of the touch path, and the touch path is searched and displayed in the touch relation network, wherein the touch path is one or more.
In the step, the user resource is used as the starting point of the touch path, the target information is used as the end point of the touch path, the corresponding touch path is searched and extracted in the touch relation network, at this time, one or more touch paths can be provided, the searched touch path can be displayed in a preset display mode after the touch path is searched, the nodes can be selected on a visual interface, the touch path is simplified, and the key information corresponding to each node can be checked, wherein the display mode can include, but is not limited to, trigger display, click display, sliding display and the like.
Aiming at the problem that a user cannot quickly and accurately contact a target enterprise, the embodiment of the invention constructs the touch relation network of the user based on the user resource and the enterprise big data information, and then takes the user resource as the starting point of the touch path, and the target enterprise as the end point of the touch path to obtain the path of the user touch enterprise, thereby helping the user to quickly and accurately contact the target enterprise through the touch path, greatly improving the working efficiency and the touch quality.
Example 4: as shown in fig. 4, an embodiment of the present invention discloses another touch path query method, which includes:
step S410, basic information of a user is obtained, wherein the basic information comprises business information, stakeholder information, outward investment information, bidding information and personnel information;
step S420, generating a touch relationship network of the user by using the touch relationship building method described in the above embodiment;
step S430, receiving a touch path query request, wherein the touch path query request comprises one or more target information;
step S440, the user resource is used as the starting point of the touch path, the target information is used as the end point of the touch path, and the touch path is searched in the touch relation network, wherein the touch path is one or more;
in step S450, the touch paths are filtered and screened according to the relationship among the touch nodes, the type of the touch nodes, the relationship strength and the touch level, so as to find the optimal touch mode.
Because the user resource is used as the starting point of the reach path, the target enterprise is used as the end point of the reach path, and a plurality of reach paths can be found in the reach relation network, but not all the reach paths are applicable, the relation among the reach nodes (including the stockholder relation, the investment relation, the business cooperation relation, the old and rural relation, the alumni relation and the colleague relation), the type of the reach nodes (including enterprises, institutions and personnel), the relation strength (including the investment time, the cooperation time, the share weight ratio and the like) and the reach level (the number of nodes from the start point of the reach path to the end point of the reach path) are selected in the embodiment, and the reach paths are filtered and screened to find the most suitable reach mode.
According to the embodiment of the invention, the touch paths are filtered and screened according to the relation among the touch nodes, the type of the touch nodes, the relation strength and the touch level, so that an optimal touch mode is found, a client can be helped to contact a target client through the optimal path quickly and accurately, the working efficiency is greatly improved, the touch quality is improved, and the market competitiveness is enhanced.
Example 5: as shown in fig. 5, an embodiment of the present invention discloses a touch relationship building device, including:
the information processing unit is used for combing key information of each enterprise in the target area by combining an information combing rule to form an information set, wherein the information combing rule is formed according to the integration characteristics of key enterprise information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset;
and the relation forming unit is used for carrying out information association among the enterprise information subsets, the mechanism information subsets and the personnel information subsets to form a touch relation network database.
Example 6: as shown in fig. 6, an embodiment of the present invention discloses a touch path query device, including:
an information acquisition unit that acquires basic information of a user, wherein the basic information includes business information, stakeholder information, outward investment information, bidding information, and personnel information;
a relationship network construction unit that generates a user's relationship network by using the relationship construction method according to any one of claims 1 to 4;
a request receiving unit for receiving a touch path query request, wherein the touch path query request comprises one or more target information;
the path searching unit is used for searching a touch path in the touch relation network by taking the user resource as a start point of the touch path and the target information as an end point of the touch path, wherein the touch path is one or more;
and the optimal selection unit is used for filtering and screening the touch paths according to the relation among the touch nodes, the type of the touch nodes, the relation strength and the touch level, and finding out an optimal touch mode.
Example 7: the embodiment of the invention discloses an electronic device, which comprises a processor and a memory, wherein a computer program is stored in the memory, and the computer program is loaded and executed by the processor to realize a touch path query method.
The processor may be a Central Processing Unit (CPU), a general purpose processor, a digital signal processor DSP, ASIC, FPGA or other programmable logic device, transistor logic device, hardware components, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules, and circuits described in connection with this disclosure. Combinations of computing functions may also be implemented, for example, as a combination of one or more microprocessors, a combination of a DSP and a microprocessor, or the like. The memory may include, but is not limited to: various media capable of storing computer programs, such as a USB flash disk, a read-only memory, a mobile hard disk, a magnetic disk or an optical disk.
It will be appreciated by those skilled in the art that embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein. The solutions in the embodiments of the present application may be implemented in various computer languages, for example, object-oriented programming language Java, and an transliterated scripting language JavaScript, etc.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
The technical characteristics respectively form the embodiments of the invention, have stronger adaptability and optimal implementation effect, and can increase or decrease unnecessary technical characteristics according to actual needs so as to meet the requirements of different situations.
Claims (10)
1. A method for establishing a touch relationship, comprising:
combining the information carding rules to card key information of each enterprise in the target area to form an information set, wherein the information carding rules are formed according to the integration characteristics of the key enterprise information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset;
information association is carried out among the enterprise information sub-set, the organization information sub-set and the personnel information sub-set, so as to form a touch relation network database.
2. The touch relationship construction method according to claim 1, wherein the information carding rule includes:
performing duplication elimination and integration on enterprise business information at an enterprise level;
searching enterprises belonging to the types of funds and management institutions at the institution level, combing investment information of the integrated funds and management institutions in combination with the attribute of the funds;
personnel information, relationships between personnel and enterprises, and relationships between personnel and people are integrated by carding at the personnel level.
3. The method for constructing a touch relationship according to claim 1 or 2, wherein the combing key information of each enterprise in the target area by combining the information combing rule to form an information set includes:
basic information of each enterprise in the target area is acquired, wherein the basic information comprises business information, stakeholder information, outward investment information, bidding information and personnel information;
cleaning basic information of each enterprise, and extracting key information, wherein the key information comprises business data, stockholder information, financing information, external investment information, core team personnel information, bidding information, high management information and stranding and controlling information;
and carding the key information of each enterprise according to an information carding rule to form an information set, wherein the information carding rule is formed according to the integration characteristics of the key information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset.
4. A method of constructing a touch relationship according to any one of claims 1 to 3, wherein information association is performed among the enterprise information subset, the institution information subset and the personnel information subset to form a touch relationship network database, comprising:
information association is carried out in the enterprise information sub-set, the organization information sub-set and the personnel information sub-set respectively through node matching and association modes;
information association is carried out among the enterprise information subsets, the organization information subsets and the personnel information subsets in an information matching and association mode, so that a touch relation network database is formed.
5. The touch path query method is characterized by comprising the following steps:
acquiring basic information of a user, wherein the basic information comprises business information, stakeholder information, outward investment information, bidding information and personnel information;
generating a user's touch relationship network by using the touch relationship construction method according to any one of claims 1 to 4;
receiving a touch path query request, wherein the touch path query request includes one or more target information;
and searching and displaying the touch paths in the touch relation network by taking the user resource as the starting point of the touch paths and the target information as the end point of the touch paths, wherein the touch paths are one or more.
6. The method of claim 5, further comprising filtering and screening the touch paths according to the relationship among the touch nodes, the type of the touch nodes, the relationship strength, and the touch level, to find an optimal touch pattern.
7. A touch relation construction device applying the method according to any one of claims 1 to 4, comprising:
the information processing unit is used for combing key information of each enterprise in the target area by combining an information combing rule to form an information set, wherein the information combing rule is formed according to the integration characteristics of key enterprise information, and the information set comprises an enterprise information subset, an organization information subset and a personnel information subset;
and the relation forming unit is used for carrying out information association among the enterprise information subsets, the mechanism information subsets and the personnel information subsets to form a touch relation network database.
8. A touch path query device applying the method of any one of claims 5 to 6, comprising:
an information acquisition unit that acquires basic information of a user, wherein the basic information includes business information, stakeholder information, outward investment information, bidding information, and personnel information;
a relationship network construction unit that generates a user's relationship network by using the relationship construction method according to any one of claims 1 to 4;
a request receiving unit for receiving a touch path query request, wherein the touch path query request comprises one or more target information;
and the path searching unit is used for searching the touch path in the touch relation network by taking the user resource as the starting point of the touch path and the target information as the end point of the touch path, wherein the touch path is one or more.
9. The touch path query device of claim 8, further comprising an optimal selection unit for filtering and screening the touch paths to find an optimal touch pattern according to the relationship among the touch nodes, the type of the touch nodes, the relationship strength, and the touch level.
10. An electronic device comprising a processor and a memory, wherein the memory stores a computer program that is loaded and executed by the processor to implement the touch path query method of any of claims 5 to 6.
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