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Activeness evaluation method and device, electronic equipment, and computer-readable storage medium

A technology that is active and to be evaluated, applied in the field of big data, can solve the problems of weight dependence, large deviation of the real behavior of the analysis object, and the inability to reflect the degree of influence, etc., to achieve the effect of ensuring accuracy

Inactive Publication Date: 2021-10-26
智慧足迹数据科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, the weight of relevant indicator features for evaluating activity depends on empirical settings, which cannot reflect the influence of each indicator feature on the activity of the analysis object, resulting in a large deviation between the calculated activity and the real behavior of the analysis object

Method used

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  • Activeness evaluation method and device, electronic equipment, and computer-readable storage medium

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Embodiment Construction

[0020] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.

[0021] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art wi...

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PUM

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Abstract

The invention provides an activeness assessment method and device, electronic equipment, and a computer-readable storage medium. The method comprises the following steps: acquiring activeness evaluation data of a to-be-evaluated object, wherein the activeness evaluation data comprises a feature adjustment parameter and a feature value of each activeness evaluation feature; the activeness represents the activity frequency and duration of the to-be-evaluated object; the feature adjustment parameter is used for adjusting the difference between different activeness evaluation features; based on a pre-trained weight calculation model, determining weight information of each activeness evaluation feature; determining the activeness of the to-be-evaluated object according to the weight information, the feature adjustment parameter and the feature value of each activeness evaluation feature. According to the embodiment of the invention, a weight calculation model is obtained by training through a machine learning method, and then the weight of each activeness evaluation feature can be calculated according to the model, so that the weight is more accurate compared with a weight manually set according to experience in the prior art, and finally, the accuracy of the obtained activeness can be improved.

Description

technical field [0001] The present invention relates to the field of big data technology, in particular, to an activity evaluation method, device, electronic equipment and computer-readable storage medium. Background technique [0002] With the development of big data technology, some methods for analyzing activity emerge in an endless stream, which can include user activity, enterprise activity, virtual pet activity, etc. The evaluation of activity can be timely, effective and objective. behavioral status. At present, the weight of relevant index features for evaluating activity depends on empirical settings, which cannot reflect the degree of influence of each indicator feature on the activity of the analysis object, resulting in a large deviation between the calculated activity and the real behavior of the analysis object. Contents of the invention [0003] One of the objectives of the present invention is to provide a activity evaluation method, device, electronic equ...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06K9/62
CPCG06Q10/06393G06F18/214
Inventor 石淼王旭阳李凯希梁洁王园
Owner 智慧足迹数据科技有限公司
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