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Social network data processing method and device, storage medium and electronic equipment

A social network and data processing technology, applied in the field of network science, can solve the problem of reducing the accuracy of node influence evaluation results, and achieve the effect of improving scientificity and accuracy

Pending Publication Date: 2022-08-02
CHINA TELECOM CORP LTD
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  • Summary
  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of this disclosure is to provide a social network data processing method and device, medium and equipment, at least to a certain extent, to overcome the problem of reduced accuracy of node influence evaluation results due to the limitations of related technologies

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  • Social network data processing method and device, storage medium and electronic equipment
  • Social network data processing method and device, storage medium and electronic equipment
  • Social network data processing method and device, storage medium and electronic equipment

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Embodiment Construction

[0048] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments, however, can be embodied in various forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.

[0049] Furthermore, the drawings are merely schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus their repeated descriptions will be omitted. Some of the block diagrams shown in the figures are functional entities that do not necessarily necessarily correspond to physically or logically separate entities. These functi...

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Abstract

The invention discloses a social network data processing method and device, a storage medium and electronic equipment. Relates to the technical field of network science. Constructing a social relation network model according to the social network user data; calculating the degree of nodes according to the network adjacency matrix of the social relation network model, and calculating the relative importance of each node; calculating the information entropy of each node according to the relative importance; the network adjacency matrix is compressed to a low-dimensional space through network representation learning, and one node corresponds to one vector; dividing the vectors corresponding to all the nodes into a plurality of communities through a clustering algorithm, and calculating the proportion of the number of the nodes in the communities to the total number of the nodes; and calculating the influence of the node in the social network according to the information entropy and the proportion.

Description

technical field [0001] The present disclosure relates to the field of network science and technology, and in particular, to a social network data processing method and device, a storage medium, and an electronic device. Background technique [0002] The current social network attracts and sinks many users with its services. While users interact with each other at a high frequency, the influence of different nodes is different. Therefore, information dissemination, marketing, public opinion control and mass events are generated. role is different. [0003] Most of the information dissemination evaluation schemes in related technologies are based on the evaluation of the basic attributes of individuals, and less consideration is given to the individual's position and influence in the entire network, which will reduce the scientificity and effectiveness of the evaluation results of node influence in social networks. accuracy. [0004] It should be noted that the information d...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q50/00G06F16/901G06F16/906
CPCG06Q50/01G06F16/9024G06F16/906
Inventor 左芳芳裴迎栋邓丽华田盼李国钦
Owner CHINA TELECOM CORP LTD
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