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Business analysis method and device and electronic equipment

A business analysis and business technology, applied in the Internet field, can solve problems such as poor accuracy

Active Publication Date: 2019-09-06
北京阿尔山金融科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a business analysis method, device and electronic equipment to alleviate the technical problem of poor accuracy of existing business analysis methods based on heterogeneous graphs

Method used

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  • Business analysis method and device and electronic equipment
  • Business analysis method and device and electronic equipment
  • Business analysis method and device and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0030] According to an embodiment of the present invention, an embodiment of a business analysis method is provided. It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions, and, although A logical order is shown in the flowcharts, but in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0031] figure 1 is a flowchart of a business analysis method according to an embodiment of the present invention, such as figure 1 As shown, the method includes the following steps:

[0032] Step S102, obtaining original data, and performing fuzzy matching on the original data to obtain data after fuzzy matching;

[0033] In the embodiment of the present invention, raw data can be obtained through various channels. For example, when applying for a related business, the submitted electronic application data i...

Embodiment 2

[0105] The embodiment of the present invention also provides a service analysis device, and the service analysis device provided by the embodiment of the present invention will be specifically introduced below.

[0106] Figure 7 is a schematic diagram of a service analysis device according to an embodiment of the present invention, such as Figure 7 As shown, the business analysis device mainly includes a fuzzy matching module 10, a bipartite graph construction module 20, a community division module 30, a composition processing module 40 and a business evaluation module 50, wherein:

[0107] The fuzzy matching module is used to obtain the original data, and perform fuzzy matching on the original data to obtain the data after the fuzzy matching;

[0108] The bipartite graph construction module is used for carrying out the bipartite graph construction to the data after fuzzy matching, obtains the bipartite graph corresponding to the data after fuzzy matching;

[0109] The com...

Embodiment 3

[0136] An embodiment of the present invention provides an electronic device, referring to Figure 8 , the electronic device includes: a processor 60, a memory 61, a bus 62 and a communication interface 63, the processor 60, the communication interface 63 and the memory 61 are connected through the bus 62; the processor 60 is used to execute the executable module stored in the memory 61, For example a computer program. When the processor executes calculations and programs, the steps of the methods described in the method embodiments are implemented.

[0137] Wherein, the memory 61 may include a high-speed random access memory (RAM, Random Access Memory), and may also include a non-volatile memory (non-volatile memory), such as at least one disk memory. The communication connection between the system network element and at least one other network element is realized through at least one communication interface 63 (which may be wired or wireless), and the Internet, wide area net...

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PUM

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Abstract

The invention provides a business analysis method and device and electronic equipment. The business analysis method comprises steps that after fuzzy matching is carried out on original data, a bipartite graph is obtained (the bipartite graph is isomorphic graph, that is, main body nodes are associated through attribute nodes and are consistent in structure), then a community discovery iterative algorithm is adopted to carry out community division on the bipartite graph, finally composition is carried out based on each group of grouped data obtained through division, and a community network graph is obtained. According to the method, community division is carried out based on a bipartite graph; meanwhile, when community division is carried out; according to the technical scheme, the community discovery iterative algorithm is adopted, the number of the finally obtained nodes of each community network diagram meets the service analysis requirement, subsequent service analysis is facilitated, the finally determined service information of each community network diagram is more accurate, and the technical problem that an existing service analysis method based on the heterogeneous diagramis poor in accuracy is solved.

Description

technical field [0001] The invention relates to the technical field of the Internet, in particular to a business analysis method, device and electronic equipment. Background technique [0002] With the rapid development of Internet technology, a huge amount of data has been generated, and complex correlations have been generated between the data. The above business scenario involves a network relationship diagram in which individuals are the main body and various attributes are associated. Usually, subjects and related attributes are used as nodes to construct a network structure graph (in this type of graph, subjects are related by attribute nodes, and the structure is consistent). Community discovery is performed on the basis of the network structure graph to obtain a community network graph, and then Then conduct business analysis for each community in the community network graph. [0003] However, some attributes have different appearances and are related in essence. I...

Claims

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Application Information

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IPC IPC(8): G06F16/9536
CPCG06F16/9536
Inventor 张亮杰袁力王亚亮陈亮
Owner 北京阿尔山金融科技有限公司
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