网络与信息安全学报 ›› 2017, Vol. 3 ›› Issue (4): 39-50.doi: 10.11959/j.issn.2096-109x.2017.00142

• 学术论文 • 上一篇    下一篇

基于社会计算的科研合作网络信任图研究

徐欣欣,胡风,仲明,王潮()   

  1. 上海大学特种光纤与光接入网省部共建教育部重点实验室,上海 200072
  • 修回日期:2017-01-20 出版日期:2017-04-01 发布日期:2017-04-14
  • 作者简介:徐欣欣(1993-),女,江苏盐城人,上海大学硕士生,主要研究方向为信息安全、社会网络。|胡风(1991-),男,浙江温州人,上海大学博士生,主要研究方向为信息安全、量子计算密码、社会网络。|仲明(1990-),女,江苏无锡人,上海大学硕士生,主要研究方向为网络信息安全、数据可视化。|王潮(1971-),男,江苏镇江人,上海大学教授、博士生导师,主要研究方向为网络信息安全与椭圆曲线密码学、量子计算密码、社会网络。
  • 基金资助:
    国家自然科学基金资助项目(61272096);国家自然科学基金资助项目(61572304)

Trusted graphs of the scientific collaboration network based on social computing

Xin-xin XU,Feng HU,Ming ZHONG,Chao WANG()   

  1. Key Laboratory of Special Fiber Optics and Optical Access Networks,Ministry of Education (SCIE),Shanghai University,Shanghai 200072,China
  • Revised:2017-01-20 Online:2017-04-01 Published:2017-04-14
  • Supported by:
    The National Natural Science Foundation of China(61272096);The National Natural Science Foundation of China(61572304)

摘要:

基于SWTrust架构,利用复杂加权网络建立科研合作网络模型,以中国科学引文数据库中合著论文的科研人员为例展开研究,分析我国复杂网络科研的合作规模、规律等特征,进一步验证了科研合作网之间的“小世界”特征和弱联结的理论。同时,首次结合Gephi可视化优势构建信任图,获得科研人员之间的最短信任路径。

关键词: 复杂网络, 科研合作网络, SWTrust架构, 信任路径, 小世界

Abstract:

Based on SWTrust architecture,using complex weighted network to establish research cooperation network model,the researchers who has co-authored papers in the chinese science citation database were studied,the scale,law and other characteristics of the complex network research were analyzed,to further validate the "small world" features and weak connection theory between the scientific collaboration.At the same time,for the first time in combination with the advantages of Gephi visualization,a trust graph was built and the shortest trust path between the scientific research was got.

Key words: complex network, scientific research cooperation network, SWTrust architecture, trusted path,small world

中图分类号: 

No Suggested Reading articles found!