国内外社会标签研究的可视化对比分析
摘要：社会标签是一种交互式web2.0应用，近年来发展迅速，在网络信息资源的有效分类和组织领域有着广泛应用。利用可视化软件Citespace对2003年到2015年Web of science和CNKI收录的社会标签相关研究文献进行了可视化分析，揭示了社会标签领域的研究热点和研究前沿。首先，通过对研究机构和作者的分析，发现国外社会标签主要的研究机构有德国卡塞尔大学、英国南安普敦大学，主要的研究学者有GerdStumme 、Andreas Hotho 、Yi Cai 、Qing Li 。国内社会标签主要的研究机构有武汉大学、中国科学院、吉林大学，主要的研究学者有王翠英、林鸿飞、窦永香。其次，通过对关键词的聚类，发现国内外有相同的研究热点，分别是社会标签推荐系统、本体论、社会标签的Web应用、大众分类法。此外国外社会标签研究热点还有用户行为和社会性书签。国内社会标签研究热点还有聚类、语义网、相似度、经典扎根理论。最后，在此基础处上，利用Citespace独有的功能探测到了国外社会标签研究的前沿主要有社会标签系统及软件、元数据和可视化等研究方向，国内社会标签研究的前沿只有推荐系统。
目录
摘要 3
关键词 3
Abstract 3
Keyword 4
引言 5
引言
（一）数据来源 6
1.Wos收录社会标签论文统计 6
2.CNKI收录社会标签论文统计 6
（二）分析方法 8
二、社会标签研究的热点分析 8
（一）研究机构的分析 8
1.国外社会标签研究机构分析 8
2.国内社会标签研究机构分析 10
3.国内外社会标签研究机构对比分析 11
（二）作者分析 11
1.国外社会标签研究作者分析 11
2.国内社会标签研究作者分析 12
3.国内外社会标签研究作者对比分析 13
（三）研究热点聚类分析 13
1.国外社会标签研究关键词聚类分析 14
2.国内社会标签研究关键词聚类分析 16
3.国内外研究热点聚类对比分析 18
三、
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社会标签研究前沿分析 18
（一）国外社会标签研究前沿分析 18
（二）国内社会标签研究前沿分析 19
（三）国内外社会标签研究前沿对比分析 19
四、总结与讨论 19
（一）总结 19
（二）讨论 20
致谢 20
参考文献 21
表1 20032015年间Wos收录社会标签论文统计....................................6
表2 20032015年间CNKI收录社会标签论文统计...................................7
表3 国外社会标签研究的主要机构............................................... 9
表4 国内社会标签研究的主要机构.............................................. 10
表5 国外社会标签研究主要作者................................................ 12
表6 国内社会标签研究主要作者................................................ 13
表7 国外社会标签关键词聚类标识.............................................. 14
表8 国内社会标签关键词聚类标识.............................................. 16
表9 国外社会标签前沿列表............................................ ........18
表10国内社会标签前沿列表...................................................19
图1 20032015年间Wos和CNKI收录社会标签论文统计折线图.....................7
图2 国外研究机构可视化图谱...................................................9
图3 国内研究机构可视化图谱..................................................10
图4 国外作者可视化图谱......................................................11
图5 国内作者可视化图谱......................................................13
图6 国外社会标签研究关键词聚类图谱..........................................14
图7 国内社会标签研究关键词聚类图谱..........................................17
国内外社会标签研究的可视化对比分析
Visual comparative analysis on social tagging research of domestic and abroad
Student majoring in Information management and information system
ZHAN Wenqing
Tutor ZHUANG Qian
Abstract：Social tagging is an interactive Web2.0 application which has been widely used in the field of classification and organization of network information resource in recent years. It uses the visualization software Citespace to analyze the papers related the topic of social tagging in web of science and CNKI from 2003 year to 2015 year，and it reveals the research hotspots and the research frontier of the social tagging. Firstly，by analyzing the institution and the scholars，it is found that the foreign major research institutions on social tagging include Univ Kassel and Univ Southampton. The research scholar of social tagging includes Gerd Stumme, Andreas Hotho, Yi Cai, Qing Li. The major research institutions of social tagging in the domestic include Wuhan University, Chinese Academy of Sciences and Jilin University. The research scholar of social tagging in the domestic includes Wang Cuiying, Lin Hongfei, Dou Yongxiang. Secondly, through the clustering of key words, it has found that there are the same research hotspots both domestic and overseas, which are the recommendation system, ontology, the Web application and folksomomies. In addition, the research hotspots of social tagging in foreign countries are user behavior and social bookmarking. Domestic social tagging research focuses on clustering, semantic web, similarity, and classical grounded theory. Finally, on these basis, it also uses Citespaces unique features to detect that the foreign research frontier include the social tagging system and the software, the metadata and the visualization and so on. The research frontier of social tagging in the domestic only has recommends the system .
目录
摘要 3
关键词 3
Abstract 3
Keyword 4
引言 5
引言
（一）数据来源 6
1.Wos收录社会标签论文统计 6
2.CNKI收录社会标签论文统计 6
（二）分析方法 8
二、社会标签研究的热点分析 8
（一）研究机构的分析 8
1.国外社会标签研究机构分析 8
2.国内社会标签研究机构分析 10
3.国内外社会标签研究机构对比分析 11
（二）作者分析 11
1.国外社会标签研究作者分析 11
2.国内社会标签研究作者分析 12
3.国内外社会标签研究作者对比分析 13
（三）研究热点聚类分析 13
1.国外社会标签研究关键词聚类分析 14
2.国内社会标签研究关键词聚类分析 16
3.国内外研究热点聚类对比分析 18
三、
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社会标签研究前沿分析 18
（一）国外社会标签研究前沿分析 18
（二）国内社会标签研究前沿分析 19
（三）国内外社会标签研究前沿对比分析 19
四、总结与讨论 19
（一）总结 19
（二）讨论 20
致谢 20
参考文献 21
表1 20032015年间Wos收录社会标签论文统计....................................6
表2 20032015年间CNKI收录社会标签论文统计...................................7
表3 国外社会标签研究的主要机构............................................... 9
表4 国内社会标签研究的主要机构.............................................. 10
表5 国外社会标签研究主要作者................................................ 12
表6 国内社会标签研究主要作者................................................ 13
表7 国外社会标签关键词聚类标识.............................................. 14
表8 国内社会标签关键词聚类标识.............................................. 16
表9 国外社会标签前沿列表............................................ ........18
表10国内社会标签前沿列表...................................................19
图1 20032015年间Wos和CNKI收录社会标签论文统计折线图.....................7
图2 国外研究机构可视化图谱...................................................9
图3 国内研究机构可视化图谱..................................................10
图4 国外作者可视化图谱......................................................11
图5 国内作者可视化图谱......................................................13
图6 国外社会标签研究关键词聚类图谱..........................................14
图7 国内社会标签研究关键词聚类图谱..........................................17
国内外社会标签研究的可视化对比分析
Visual comparative analysis on social tagging research of domestic and abroad
Student majoring in Information management and information system
ZHAN Wenqing
Tutor ZHUANG Qian
Abstract：Social tagging is an interactive Web2.0 application which has been widely used in the field of classification and organization of network information resource in recent years. It uses the visualization software Citespace to analyze the papers related the topic of social tagging in web of science and CNKI from 2003 year to 2015 year，and it reveals the research hotspots and the research frontier of the social tagging. Firstly，by analyzing the institution and the scholars，it is found that the foreign major research institutions on social tagging include Univ Kassel and Univ Southampton. The research scholar of social tagging includes Gerd Stumme, Andreas Hotho, Yi Cai, Qing Li. The major research institutions of social tagging in the domestic include Wuhan University, Chinese Academy of Sciences and Jilin University. The research scholar of social tagging in the domestic includes Wang Cuiying, Lin Hongfei, Dou Yongxiang. Secondly, through the clustering of key words, it has found that there are the same research hotspots both domestic and overseas, which are the recommendation system, ontology, the Web application and folksomomies. In addition, the research hotspots of social tagging in foreign countries are user behavior and social bookmarking. Domestic social tagging research focuses on clustering, semantic web, similarity, and classical grounded theory. Finally, on these basis, it also uses Citespaces unique features to detect that the foreign research frontier include the social tagging system and the software, the metadata and the visualization and so on. The research frontier of social tagging in the domestic only has recommends the system .
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