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New Technology of Library and Information Service  2009, Vol. Issue (9): 64-69    DOI: 10.11925/infotech.1003-3513.2009.09.11
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Design and Implementation of an Intelligent Data Gathering System for Social Network Analysis
——Based on Web Data Mining Principle
Zhang Xiaofei   Cai Yaping   Liu Wei
(Web Data Mining Lab, Nanjing Normal University, Nanjing 210097, China)
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 This paper designs and implements an intelligent data gathering system for virtual community Social Network Analysis(SNA) based on Web data mining principle. It describes the system design and model implementation in details. Finally,the system is tested on BBS of Suzhou Computer Education Forum. The testing result shows that this system has enhanced the data gathering procedure substantially and can generate relational data in compliance with the specification of the most popular SNA softwares.

Key words Social network analysis      Intelligent relational data gathering      Web data mining     
Received: 27 July 2009      Published: 25 September 2009


Corresponding Authors: Liu Wei     E-mail:
About author:: Zhang Xiaofei,Cai Yaping,Liu Wei

Cite this article:

Zhang Xiaofei,Cai Yaping,Liu Wei. Design and Implementation of an Intelligent Data Gathering System for Social Network Analysis
——Based on Web Data Mining Principle. New Technology of Library and Information Service, 2009, (9): 64-69.

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[1] 刘军. 社会网络分析导论[M]. 北京: 社会科学文献出版社, 2004.
[2] 黎加厚,赵怡,王珏. 网络时代教育传播学研究的新方法:社会网络分析——以苏州教育博客学习发展共同体为例[J]. 电化教育研究, 2007(8): 13-17.
[3]Tateo  L. The Italian Extreme Right On-line Network: An Exploratory Study Using an Integrated Social Network Analysis and Content Analysis Approach[J/OL]. Journal of Computer-Mediated Communication.[2009-06-03].
[4] 胡勇, 王陆. 异步网络协作学习中知识建构的内容分析和社会网络分析[J]. 电化教育研究, 2006(11): 30-35.
[5] 刘荣光, 刘晓琴. Moodle网络课程中讨论区交互特征的社会网络分析——以《网络远程教育》课程为例[J]. 上海师范大学学报:自然科学版, 2008, 37(4): 433- 437.
[6] 王陆. 虚拟学习社区的社会网络分析[J].中国电化教育,2009(2): 5-11.
[7] Herring S C, Kouper I, Paolillo J C, et al. Conversations in the Blogosphere: An Analysis "From the Bottom Up"[C]. In: Proceedings of the 38th Hawai’i International Conference on System Sciences. Los Alamitos,CA, USA : IEEE Press, 2005:40-45.
[8] 叶新东,邱峰,沈敏勇. 教育技术博客的社会网络分析[J]. 现代教育技术, 2008,18(5): 48-53.
[9] Repetto M. A Methodological Proposal to Analyse Interactions in Online Collaborative Learning Environments[C]. In: Proceedings of the 2nd PROLEARN Doctoral Consortium in Technology Enhanced Learning,Crete,Greece. Aachen:RWTH,2007.
[10] 邱均平,于长福,马瑞敏. 图林博客的社会网络分析[J]. 图书情报工作, 2008, 52(11): 6-9.
[11] Nurmela K, Lehtinen E,Palonen T. Evaluating CSCL Log Files by Social Network Analysis[C]. In: Proceedings of the 1999 Conference on Computer Support for Collaborative Learning, Palo Alto, California.USA:International Society of the Learning Sciences,1999: 434-442.
[12] Gruzd A. Name Networks: A Content-based Method for Automated Discovery of Social Networks to Study Collaborative Learning[C]. In: Proceedings of Association for Library and Information Science Education.Denver, USA:ALISE,2009.
[13]Huisman M,Van Duijn M A J. Software for Social Network Analysis[A].// Carrington  P J, Scott J, Wasserman S.Models and Methods in Social Network Analysis[M]. New York: Cambridge University Press, 2005: 270-316.

[1] Liu Youhua,Min Jianhong. A Web Intelligent Service Algorithm Based on Data Mining Technology[J]. 现代图书情报技术, 2003, 19(3): 58-59.
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