Risk assessment report generation method and device, equipment and storage medium

Abstract

The embodiment of the invention discloses a risk assessment report generation method and device, equipment and a storage medium. The method comprises the steps of determining a business scene classification of a target object according to the target object and a report purpose; obtaining interaction data of the target object based on the business scene classification; extracting risk data with risk characteristics from the interactive data; determining a risk assessment model corresponding to the business scene classification, and processing the risk data through the risk assessment model to obtain a risk conclusion of the target object; and filling the structured template corresponding to the business scene classification through the risk data and the risk conclusion to obtain a structured report, calling a natural language processing model to process the risk data to generate an unstructured report, and generating a risk assessment report by using the structured report and the unstructured report. The method disclosed by the embodiment of the invention can realize automatic generation of the risk assessment report in different scenes.

Description

technical field [0001] The present invention belongs to the field of risk assessment. Specifically, the present invention relates to a method, device, equipment and storage medium for generating a risk assessment report. Background technique [0002] At present, various risk assessment fields rely heavily on manpower to realize the data retrieval and writing of risk assessment reports, that is, the collection and arrangement of risk data, the extraction of features, the construction of models, and the writing of reports rely heavily on the professionalism and quality of risk assessment personnel. Subjective judgments lead to a long cycle of the entire risk assessment process, and there is still a certain degree of deviation in the objectivity of the generated conclusions. Contents of the invention [0003] In order to solve the above-mentioned problems existing in the prior art, the embodiments of the present application provide a method, device, device and storage medium ...

AI Technical Summary

Problems solved by technology

[0002] At present, various risk assessment fields rely heavily on manpower to realize the data retrieval and writing of risk assessment reports, that is, the collection and arrangement of risk data, the extraction of features, the construction of models, and the writing of reports rely heavily on the professionalism and quality of risk assessment personnel. Subjective judgments lead to a long cycle of the entire risk assessment process, and there is still a certain degree of deviation in the objectivity of the generated conclusions

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