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Enterprise operation risk prediction method and system

A risk prediction and enterprise technology, applied in the field of data processing, can solve problems such as not taking into account the impact of external data management risks, unable to apply to complex scenarios, etc., to achieve continuous improvement of self-learning, improvement of prediction accuracy, and strong robustness Effect

Active Publication Date: 2020-03-17
FUJIAN YIRONG INFORMATION TECH +4
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  • Claims
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AI Technical Summary

Problems solved by technology

None of these cases takes into account the impact of external data on business risk, and cannot be applied to complex scenarios under the scale of large data, or cannot use the ever-changing risk changes through self-learning

Method used

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  • Enterprise operation risk prediction method and system
  • Enterprise operation risk prediction method and system
  • Enterprise operation risk prediction method and system

Examples

Experimental program
Comparison scheme
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Embodiment Construction

[0042] A method for predicting business operation risks, comprising the following steps:

[0043] S11. Use web crawler technology to collect enterprise information data required for risk prediction and information data of its affiliated enterprises; collect enterprise internal information data and external information data for risk prediction; the internal information data includes financial data in all formats , reimbursement information data, contract information data, HR data, bidding data, and other related office electronic documents within the enterprise; the external data mentioned include enterprise Internet public opinion data, external public bidding information data, business information data, and policy information data and other business-related web data.

[0044]S12. Perform data fusion processing on the collected enterprise internal information data and external information data, convert unstructured or semi-structured data into structured data, and convert unst...

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Abstract

The invention relates to an enterprise operation risk prediction method. The method includes collecting the information data inside and outside an enterprise, and performing the data fusion processingon the collected information data; constructing and drawing a knowledge graph by utilizing the processed information data; extracting operation risk characteristic information data of an enterprise needing risk prediction from the knowledge graph by using a graph embedding method, and constructing an operation risk model by using the operation risk characteristic information data; and inputting the enterprise information data of which the risk needs to be predicted into the operation risk model, so that the development risk of the enterprise can be predicted and judged, correct decision on risk management of the enterprise of which the risk needs to be predicted is facilitated, and the asset safety of the enterprise of which the risk needs to be predicted is protected.

Description

technical field [0001] The invention relates to a method and system for predicting business operation risks, belonging to the technical field of data processing. Background technique [0002] Enterprise business risk management helps to reduce the probability of enterprise decision-making mistakes, avoid losses, and relatively increase the added value of the enterprise itself. Normal and effective management of various risks is conducive to the enterprise to make correct decisions; it is conducive to the protection of the safety and integrity of the enterprise's assets; it is conducive to the realization of the business objectives of the enterprise. Therefore, it is of great significance to carry out business risk prediction for enterprises; [0003] At present, there are already certain information technology means for enterprise risk management and internal control work, which are generally manifested as setting certain business risk modeling rules by collecting relevant ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q10/06G06F16/36G06F16/951
CPCG06Q10/0635G06Q10/04G06F16/951G06F16/367
Inventor 庄莉梁懿陈江海苏江文王秋琳宋立华谢可邱镇
Owner FUJIAN YIRONG INFORMATION TECH
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