Service data risk processing method, device and equipment and storage medium
A technology for business data and processing methods, applied in the field of big data, which can solve problems such as low risk assessment accuracy
Pending Publication Date: 2020-09-25
CHINA PING AN PROPERTY INSURANCE CO LTD
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Problems solved by technology
[0004] The main purpose of the present invention is to solve the problem of low accuracy of risk assessment
Method used
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Embodiment Construction
[0027] The embodiment of the present invention provides a business data risk processing method, device, equipment, and storage medium, which collects and processes various risk factors as the basis for risk prediction, and compares the relationship table established by the risk factors with the basic panorama map After the association, the risk monitoring results are evaluated, and the accuracy and efficiency of risk assessment are improved through quantitative, qualitative and comprehensive risk assessment.
[0028] The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments described herein can be practiced in sequences other than those illustrated or described here...
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The invention relates to big data, discloses a service data risk processing method, device and equipment and a storage medium, and is used for solving the problem of low risk assessment accuracy. Theservice data risk processing method comprises the following steps: acquiring a service data panorama, and segmenting the service data panorama by adopting a segmentation algorithm to obtain a plurality of basic panoramas; collecting and integrating a plurality of different types of service data in a database to obtain a plurality of basic risk factors; screening out a basic risk factor related tothe basic panorama from the plurality of basic risk factors to obtain a plurality of target risk factors; establishing a relationship table according to the plurality of target risk factors to obtaina plurality of risk relationship tables; associating the plurality of risk relationship tables with the corresponding basic panoramas by adopting a clustering algorithm to obtain risk panoramas; and performing risk prediction on the risk panorama based on a deep learning algorithm to obtain a risk assessment result. In addition, the invention also relates to a blockchain technology, and the service data panorama can be stored in the blockchain.
Description
technical field [0001] The present invention relates to the field of big data, in particular to a method, device, equipment and storage medium for risk processing of business data. Background technique [0002] With the rapid development of science and technology, the Internet also continues to develop. At present, the Internet's risk management of business data has also been integrated into various industries. Risk management generally uses computers to collect business data characteristics and data external environment characteristics, and uses machine learning, deep neural network and speech emotion learning to comprehensively evaluate the risk status of the region and target data, and complete the risk prediction of business data. [0003] The inventors of the present invention found in the research that in the existing risk management system based on big data, the risk value can only be predicted through some risk factors in the risk panorama, resulting in in-depth qual...
Claims
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Patent Timeline
Login to View More IPC IPC(8): G06Q10/06G06Q10/04G06K9/62G06F16/29
CPCG06Q10/0635G06Q10/04G06F16/29G06F18/2415
Inventor 陈润红
Owner CHINA PING AN PROPERTY INSURANCE CO LTD