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Data processing method and device, equipment and computer readable storage medium

A data processing and computer technology, applied in the field of big data, can solve the problems of inability to calculate abnormal transaction volume, low accuracy of prediction results, etc., and achieve the effect of improving accuracy

Pending Publication Date: 2021-12-07
BEIJING WODONG TIANJUN INFORMATION TECH CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The present disclosure provides a data processing method, device, equipment, and computer-readable storage medium, which are used to solve the problem that the accuracy of the prediction results obtained by the existing transaction volume prediction method is not high, and thus the abnormal transaction volume cannot be accurately calculated. question

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  • Data processing method and device, equipment and computer readable storage medium
  • Data processing method and device, equipment and computer readable storage medium
  • Data processing method and device, equipment and computer readable storage medium

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Embodiment Construction

[0030] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments It is a part of the embodiments of the present disclosure, but not all of them. All other embodiments obtained based on the embodiments in the present disclosure belong to the protection scope of the present disclosure.

[0031] In view of the above-mentioned technical problem that the accuracy of the prediction results obtained by the existing trading volume forecasting method is not high, and thus the calculation of abnormal trading volume cannot be accurately performed, the present disclosure provides a data processing method, device, equipment and computer readable storage media.

[0032] It should be noted that the data...

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Abstract

The invention provides a data processing method and device, equipment and a computer readable storage medium, and the method comprises the steps: obtaining to-be-processed transaction data corresponding to a target network platform from a preset database, the to-be-processed transaction data comprising current transaction data of the target network platform and historical transaction data in a plurality of preset time periods; predicting predicted transaction data corresponding to the target network platform through a preset exponential smoothing algorithm and the to-be-processed transaction data; acquiring real transaction data corresponding to the target network platform, and inputting the real transaction data and the predicted transaction data into a preset data comparator to obtain a comparison result; and detecting whether the real transaction data corresponding to the target network platform is abnormal or not according to the comparison result. Therefore, the transaction data in a plurality of time periods can be considered, and the accuracy of transaction data prediction is improved. In addition, whether the current transaction data is abnormal or not can be accurately determined, and a basis is provided for normal operation of the target network platform.

Description

technical field [0001] The present disclosure relates to the field of big data, and in particular to a data processing method, device, equipment, and computer-readable storage medium. Background technique [0002] For many online platforms, the transaction volume of the online platform is an important factor to measure whether the platform is operating normally and the normal operation of the platform. Taking the e-commerce platform as an example, the normal transaction volume of the e-commerce platform is T. If the transaction volume in a certain period of time exceeds the normal transaction volume T or is far lower than the normal transaction volume T, it indicates that there may be problems with the platform. , need to be dealt with by operation and maintenance personnel accordingly. [0003] In order to realize the identification of abnormal transaction volume, in the prior art, the historical transaction data of the target platform is generally obtained within multiple...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q30/06
CPCG06Q10/04G06Q30/0601
Inventor 李俊涛崔井利
Owner BEIJING WODONG TIANJUN INFORMATION TECH CO LTD