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融合行为和语义的节点影响力分析

张会兵 何彩梅 胡晓丽 裴东良

计算机工程与应用2017,Vol.53Issue(11):151-154,205,5.
计算机工程与应用2017,Vol.53Issue(11):151-154,205,5.DOI:10.3778/j.issn.1002-8331.1512-0363

融合行为和语义的节点影响力分析

Analysis of node influence by fusing behavior and semantics

张会兵 1何彩梅 1胡晓丽 1裴东良2

作者信息

  • 1. 桂林电子科技大学 广西可信软件重点实验室,广西 桂林 541004
  • 2. 国网河南省电力公司检修公司,郑州 450001
  • 折叠

摘要

Abstract

Research on the influence of nodes in social networks plays an important role in the field of information dis-semination, public opinion supervision and social commerce. The analysis method of node influence fused behavior and semantic is presented. Firstly, the time decay behavior matrix method based on the Cox model is used to calculate the influence of recipient behavior. Secondly, the influence of the giver behavior is calculated by the method of semantic anal-ysis. Finally, the influence of the node is presented by recipient behavior and giver behavior. The simulation experiments show that BSA method can reflect the influence of the nodes in the social network exactly.

关键词

社交网络/节点影响力/行为矩阵/语义分析

Key words

social networks/node influence/behavior matrix/semantic analysis

分类

信息技术与安全科学

引用本文复制引用

张会兵,何彩梅,胡晓丽,裴东良..融合行为和语义的节点影响力分析[J].计算机工程与应用,2017,53(11):151-154,205,5.

基金项目

广西自然科学基金(No.2014GXNSFDA118036,No.2013GXNSFAA019324) (No.2014GXNSFDA118036,No.2013GXNSFAA019324)

广西可信软件重点实验室研究课题(No. kx201511) (No. kx201511)

广西高等学校高水平创新团队及卓越学者计划资助 ()

广西高校科研重点项目资助(No.ZD2014049) (No.ZD2014049)

国家自然科学基金(No.661363005). (No.661363005)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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