期刊文献+

科学家、组织与技术及其关系的社会网络分析 被引量:2

Social Network Analysis of Scientists,Organizations and Technologies and Their Relationships
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摘要 社会网络分析能够对社会网络中行为者之间的关系进行量化分析,以可视化的图形界面展示节点之间的深层关系及群体结构。本文从维基百科中采集计算机网络领域内前沿网络技术、突出贡献科学家和学术信息权威组织机构的相应信息,构建网络技术与科学家、组织机构与科学家等多种类型的关系网络,从中心性、凝聚性及核心-边缘结构等方面进行社会网络分析,得到热点技术、核心研究团队等计算机网络发展趋势上的若干特征。 The social network analysis can quantify the relationships between the actors of social network and show the deep relationships and group structure between the nodes through graphical interface.The data in the text is collected from Wikipedia,composing the forefront technologies in the field of computer network,the corresponding information about the outstanding scientists and the authoritative academic organizations.Based on the data,various types of networks such as technologies and scientists network,organizations and scientists network are built.These networks are analyzed from three aspects,the central,cohesion and core-periphery structure.As a result,a number of features such as the hot technology,the core research team and the development trends of computer network is concluded.
出处 《计算机与现代化》 2012年第11期158-161,共4页 Computer and Modernization
基金 国家自然科学基金资助项目(61170285)
关键词 维基百科 社会网络分析 中心性分析 Wikipedia social network analysis center analysis
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参考文献13

  • 1Otte E, Rousseau R. Social network analysis: A powerful strategy, also for the information sciences [ J ]. Journal of Information Science, 2002,28 (6) :441-453.
  • 2Hanneman R A, Riddle M. Introduction to Social Network Methods [ M ]. Riverside : University of California Press, 2001:87-105.
  • 3刘盛博,丁堃.中国科技管理领域科技合作复杂网络分析[J].情报学报,2010,29(1):177-183. 被引量:15
  • 4刘蓓,袁毅,BOUTIN Eric.社会网络分析法在论文合作网中的应用研究[J].情报学报,2008,27(3):407-417. 被引量:95
  • 5Newman M E J, Girvan M. Finding and evaluating commu- nity structure in networks [ J ]. Physical Review E, 2003, 69(2).
  • 6Yang Jun feng.SAX解析XML详解[EB/OL].http://yangjunfeng.iteye.com/blog/401377,2009-06-03.
  • 7Freeman L C. Computer programs and social network anal- ysis[J]. Connections, 1988,11(2):26-31.
  • 8Freeman L C. Centrality in social networks: Conceptual clarification[J]. Social Networks, 1979,1 (3) :215-239.
  • 9Gomez D, Gonzalez-Aranguena E, Manuel C, et al. Cen- trality and power in social networks: A game theoretic ap- proach [ J ]. Mathematical Social Sciences, 2003,46 ( 1 ) : 27 -54.
  • 10Borgatti S P, Everett M G, Freeman L C. Ucinet for Win- dows : Software for Social Network Analysis[ Z ]. Harvard, MA : Analytic Technologies, 2002 : 1-25.

二级参考文献18

  • 1刘杰,陆君安.一个小型科研合作复杂网络及其分析[J].复杂系统与复杂性科学,2004,1(3):56-61. 被引量:56
  • 2陈悦,刘则渊,庞杰,杨木.中国管理科学合著现象分析[J].科学学研究,2005,23(6):758-764. 被引量:34
  • 3刘则渊,尹丽春,徐大伟.试论复杂网络分析方法在合作研究中的应用[J].科技管理研究,2005,25(12):267-269. 被引量:23
  • 4Glainzel W. Coauthorship patterns and trends in the sciences (1980-1998): A bibliometric study with implications for database indexing and search strategies[ J ]. Library Trends, 2002,50(3 ) :461-473.
  • 5Miquel J F, Okubo Y. Structure of International Collaboration in Science-Part II: Comparisons of Profiles in Countries using a Link Indicator[J]. Scientometrics, 1994, 29(2) :271-297.
  • 6Strogatz S H. Exploring complex networks [ J ]. Nature, 2001,410(6825) :268-176.
  • 7Newman M E J. The structure and function of complex networks[J]. SIAM Review,2003,45(2) : 167-256.
  • 8Newman M. The structure of scientific collaboration networks[J]. PNAS,2001,98(2) :404-409.
  • 9Watts D J, Strogatz S H. Collective dynamics of smallworld networks[J~. Nature, 1998,393(4) :440-442.
  • 10Barabasi A L, Albert R. Emergence of scaling in random networks[J]. Seience, 1999,289(5439) :509-512.

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