Target account identification method and device, equipment and storage medium

Abstract

The embodiment of the invention provides a target account identification method and device, equipment and a storage medium. The target account identification method comprises the steps of obtaining statistical information of target data uploaded by terminals corresponding to multiple accounts and historical data uploaded by terminals corresponding to each account in a preset time period; performing data processing on the target data uploaded by the terminal corresponding to each account in multiple dimensions to obtain a target word vector of each account in each dimension; performing dimension reduction processing on the target word vector of each account in each dimension to obtain a clustering identifier of each account in each dimension; and training a gradient boosting decision tree model according to the clustering identifier of each account on each dimension and the statistical information of the historical data uploaded by the terminal corresponding to each account, and determining whether each account is a target account or not. According to the embodiment of the invention, the problem that the identification accuracy cannot be effectively improved in the prior art can besolved.

Description

technical field [0001] The embodiments of the present disclosure relate to the technical field of identification, and in particular, to a target account identification method, device, device, and storage medium. Background technique [0002] With the continuous development of Internet technology, more and more Internet service platforms have emerged. At present, in the services provided by the platform, users can publish custom content, and each Internet service platform will display the data published by each account or user on the platform. [0003] These users usually use published titles, description information and other data to attract fans. There are also many abnormal accounts. These abnormal accounts usually repeat the content published by other original users or publish content published by other original users. Content with high content similarity is used to attract fans and form a bad influence. [0004] However, in the prior art, identification of a target acc...

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present disclosure provide a target account identification method, device, equipment, and storage medium to overcome the problem that the prior art cannot effectively improve the identification accuracy

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