Data processing method, apparatus and device for insurance fraud identification, and server

An insurance fraud and data technology, applied in data processing applications, instruments, finance, etc., can solve the problems of low coverage of fraudsters, unfavorable healthy development of the insurance industry, and low efficiency of manual review, so as to improve the efficiency of identification and processing. , the effect of improving the recognition efficiency and range
CN108734479AInactive Publication Date: 2018-11-02ADVANCED NEW TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
ADVANCED NEW TECH CO LTD
Publication Date
2018-11-02
Estimated Expiration
Not applicable · inactive patent

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Abstract

Embodiments of the present specification disclose a data processing method, apparatus and device for insurance fraud identification, and a server. The method may comprise: acquiring relationship association data of a target population, wherein the target population comprises a set of selected applied claimants and insurants; constructing multi-degree relationship network map data for the target population based on the relationship association data; clustering the multi-degree relationship network map data by using an unsupervised learning algorithm to determine a classified communities of thetarget population and corresponding community information; and calculating community characteristics of the classified communities based on the community information, and marking the classified community that meets the insurance fraud decision-making condition as a fraud group. According to the embodiments of the present specification, a group of fraudsters can be effectively and efficiently identified from a multi-degree relationship.
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Description

technical field

[0001] The embodiment solution of this specification belongs to the technical field of computer data processing for insurance anti-fraud identification, and in particular relates to a data processing method, device, device and server for insurance fraud identification. Background technique

[0002] Insurance is the financial, personal and other protection that can be enjoyed by paying the prescribed premium. With the economic development of the society and the improvement of people's insurance awareness, the demand for insurance business is also increasing.

[0003] However, due to the certain economic leverage effect of insurance, a large number of fraudulent insurance behaviors appear in the market. These fraudulent persons usually deliberately create insurance events and obtain compensation from insurance companies accordingly. The current fraudulent insurance behavior tends to develop into a professional and team-based trend, which will have a very adver...

Claims

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