运用重叠社群可视化软件CFinder分析学科交叉研究主题——以情报学和计算机科学为例
收稿日期: 2012-11-26
修回日期: 2013-03-01
网络出版日期: 2013-04-05
基金资助
本文系国家社会科学基金项目"基于社会网络分析的学科评价研究"(项目编号:11BTQ020)和山东理工大学人文社会科学发展基金项目"Web信息挖掘与智能检索"(项目编号:2010GGTD05)研究成果之一。
Analysis on Interdisciplinary Research Topics with Cinder of Overlapping Communities Visualization Software——Taking the Information Science and Computer Science for Example
Received date: 2012-11-26
Revised date: 2013-03-01
Online published: 2013-04-05
李长玲 , 刘非凡 , 郭凤娇 . 运用重叠社群可视化软件CFinder分析学科交叉研究主题——以情报学和计算机科学为例[J]. 图书情报工作, 2013 , (07) : 75 -80 . DOI: 10.7536/j.issn.0252-3116.2013.07.014
According to the problem of knowledge overlapping in the interdisciplinary field, this paper takes the information science and computer science for example, retrieves the cited papers of their main exchanging journals and deals with the keywords by Bibexcel. By the methods of statistical analysis and CFinder of overlapping community visualization software, it analyzes the keywords frequency distribution of two interdisciplinary and the k-clique distribution law, and visualizes the knowledge clustering and overlapping social networks. Finally, this paper analyzes their interdisciplinary research topics.
Key words： overlapping community; Cffinder; SNA; interdisciplinary; research topic
[1] 路甬祥.学科交叉与交叉科学的意义[J].中国科学院院刊,2005,20(1):63-65.
[2] Porter A L,Chubin D E.An indicator of cross-disciplinary research[J].Scientometrics,1985,8(3-4):161-176.
[3] Porter A L,Rafols I.Is science becoming more interdisciplinary? Measuring and mapping six research fields over time[J].Scientometrics,2009,81(3):719-745.
[4] Small H.Maps of science as interdisciplinary discourse: Co-citation contexts and the role of analogy[J].Scientometrics,2010,83(3):835-849.
[5] 张春美,郝凤霞,闫宏秀.学科交叉研究的神韵——百年诺贝尔自然科学奖探析[J].科学技术与辩证法, 2001,18(6):63-67.
[6] 李春景,刘仲林.现代科学发展学科交叉模式探析——一种学科交叉模式的分析框架[J].科学学研究,2004,22(3):244-248.
[7] 吴丹青,张菊,赵杭丽,等.学科交叉模式及发展条件[J].科研管理,2005,26(5):159-162.
[8] 朱蔚彤.学科交叉研究的协调成本分析[J].中国软科学,2008(8):152-158.
[9] 魏建香.学科交叉知识发现及其可视化研究[D].南京:南京大学,2010.
[10] 李长玲,纪雪梅,支岭.基于E-I指数的学科交叉程度分析——以情报学等5个学科为例[J].图书情报工作,2011,55(16):33-36.
[11] 张洪磊,魏建香,杜振东,等.基于社会复杂网络的学科交叉研究[J].情报杂志,2011,30(10):29-33,58.
[12] 王熙.复杂网络中的层次重叠社区发现及可视化[D].北京:北京交通大学,2010.
[13] Palla G, Derényi I, Farkas I.Uncovering the overlapping community structure of complex networks in nature and society[J].Nature,2005,435(7043):814-818.
[14] Adamcsek B, Palla G, Farkas I J.CFinder: Locating cliques and overlapping modules in biological networks[J].Bioinformatics,2006,22(8):1021-1023.
[15] 李长玲,支岭,纪雪梅.基于中心性分析的学科期刊地位评价——以情报学等3学科为例[J].情报理论与实践,2012,35(6):49-53.
[16] 谷琦.网络信息资源组织管理与利用[M].北京:科学出版社,2008.
[17] XML[OL]. [2012-03-22]. http://baike.baidu.com/view/63.htm.
[18] 邱均平,段宇锋.论知识管理与竞争情报[J].图书情报工作,2000,44(4):11-14.
[19] Lucene[OL]. [2012-03-22]. http://baike.baidu.com/view/371811.htm.
/
| 〈 |
|
〉 |
