Network community mining method and device, computer device and storage medium

A community mining and community technology, applied in the field of network community mining methods, devices, computer equipment and storage media, can solve problems such as limited community algorithms and low computing efficiency

Pending Publication Date: 2019-06-07
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] The embodiment of the present invention provides a network community mining method, device, computer equipment, and storage medium, aiming to solve the problem that the community alg

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  • Network community mining method and device, computer device and storage medium
  • Network community mining method and device, computer device and storage medium
  • Network community mining method and device, computer device and storage medium

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Embodiment Construction

[0027] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0028] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0029] It should also be understood that the terminology used ...

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Abstract

The invention discloses a network community mining method and device, a computer device and a storage medium. The method comprises: acquiring nodes corresponding to claim settlement data, and the nodes corresponding to the claim settlement data being divided into a plurality of sub-graphs in parallel through spectral clustering; respectively carrying out networking on the plurality of subgraphs toobtain an initial claim settlement social network topological graph; and clustering the initial claim settlement social network topological graph through community detection to obtain a network community. According to the method, efficient real-time networking and network cutting are performed on the total data of the claim settlement data, and the network community is quickly obtained based on the community discovery algorithm, so that suspected fraudulent gangs can be searched based on the community aggregation.

Description

technical field [0001] The invention relates to the technical field of network community mining, in particular to a network community mining method, device, computer equipment and storage medium. Background technique [0002] At present, there are many commonly used graph weaving algorithms, but they are basically based on small-scale networks, and do not support parallel, network cutting, and fixed-focus operations. For example, the products of some insurance companies are rule-matching when making claims, and do not support graph algorithms and community discovery algorithm functions. low. Contents of the invention [0003] The embodiment of the present invention provides a network community mining method, device, computer equipment, and storage medium, aiming to solve the problem that the community algorithm supported by the graph weaving algorithm in the prior art is limited, and the computing efficiency is low when computing and weaving a network with super-large-sca...

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Application Information

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IPC IPC(8): G06Q40/08G06Q50/00G06K9/62
Inventor 卢宁黄咏宁唐文张密
Owner PING AN TECH (SHENZHEN) CO LTD
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