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Data anomaly determination method and apparatus, storage medium, and electronic apparatus

A technology for data anomalies and determination methods, which is applied in the field of data processing, can solve the problems of abnormal data judgment lag, etc., and achieve the effects of improving efficiency, saving labor costs and time costs, and avoiding misjudgment

Pending Publication Date: 2019-02-05
CHINA PING AN LIFE INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The purpose of the present disclosure is to provide a data anomaly determination method and device, a storage medium, and an electronic device, so as to overcome at least to a certain extent the problem of lagging anomalous data judgment and requiring human participation due to limitations and defects of related technologies

Method used

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  • Data anomaly determination method and apparatus, storage medium, and electronic apparatus
  • Data anomaly determination method and apparatus, storage medium, and electronic apparatus
  • Data anomaly determination method and apparatus, storage medium, and electronic apparatus

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Embodiment Construction

[0041] Example embodiments will now be described more fully with reference to the accompanying drawings. However, the example embodiments can be implemented in various forms, and should not be construed as being limited to the examples set forth herein; on the contrary, the provision of these embodiments makes the present disclosure more comprehensive and complete, and fully conveys the concept of the example embodiments To those skilled in the art. The described features, structures or characteristics can be combined in one or more embodiments in any suitable way. In the following description, many specific details are provided to give a sufficient understanding of the embodiments of the present disclosure. However, those skilled in the art will realize that the technical solutions of the present disclosure can be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. can be used. In other cases, the known technical solution...

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Abstract

The invention discloses a method and a device for determining data abnormality, a storage medium and an electronic device, which relate to the technical field of data processing. The method for determining the data anomaly comprises the following steps: acquiring the data produced by the user terminal; Determining a model for analyzing the data; Calculating a prediction value of the data using themodel if the model has prediction capability; Determining whether the data is abnormal according to the prediction value. The present disclosure may determine whether data is abnormal in a timely manner without human participation.

Description

Technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to a data abnormality determination method, a data abnormality determination device, a storage medium, and electronic equipment. Background technique [0002] A business can include multiple data processing links. Each data processing node outputs data to downstream data nodes. When a data error occurs at a node, the entire business may not be implemented normally, and even the system may be paralyzed. Therefore, a technique is needed to determine whether the data produced by a node is abnormal. [0003] At present, the judgment of whether the data is abnormal or not still relies on human experience, that is, it needs to be determined by artificial analysis of the data. In some cases, when an error occurs downstream, the developer will artificially determine whether the data input to the downstream is abnormal. On the one hand, due to human participation, it consume...

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Application Information

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IPC IPC(8): G06F11/07
CPCG06F11/0751
Inventor 孙艳秋
Owner CHINA PING AN LIFE INSURANCE CO LTD
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