Supporting strategic decision making in an enterprise university through detecting patterns of academic collaboration

作者: Ekta Nankani , Simeon Simoff , Sara Denize , Louise Young

DOI: 10.1007/978-3-642-01112-2_50

关键词: Business decision mappingKnowledge managementField (computer science)R-CASTSocial network analysisSet (psychology)Decision support systemDecision analysisComputer scienceDecision engineering

摘要: Collaborative networks are a topic, broadly researched from several perspectives, including the social network analysis (SNA). The organisations take advantage results of SNA to determine collaborative channels, information fusion through such channels and key participants or groups in network. This work is focused on multi-facet academic collaboration, as it has been identified factor success growth global educational market. data sets include integrated about different aspects co-authorship, co-participation, co-supervision other related data. We explore concept interestingness its application field mining. Composing an appropriate interpretable set measures will benefit decision makers taking specific actions depending patterns these measures. In this study we focus interesting unexpectedness for score.

参考文章(16)
Wolfgang Glänzel, András Schubert, Analysing Scientific Networks Through Co-Authorship Handbook of Quantitative Science and Technology Research. pp. 257- 276 ,(2004) , 10.1007/1-4020-2755-9_12
Robert Cooley, Pang-Ning Tan, Jaideep Srivastava, Discovery of Interesting Usage Patterns from Web Data Web Usage Analysis and User Profiling. pp. 163- 182 ,(2000) , 10.1007/3-540-44934-5_10
Liqiang Geng, Howard J. Hamilton, Choosing the Right Lens: Finding What is Interesting in Data Mining Quality Measures in Data Mining. pp. 3- 24 ,(2007) , 10.1007/978-3-540-44918-8_1
M. H. MacRoberts, Barbara R. MacRoberts, Problems of citation analysis Scientometrics. ,vol. 36, pp. 435- 444 ,(1996) , 10.1007/BF02129604
Terttu Luukkonen, R. J. W. Tijssen, O. Persson, G. Sivertsen, The measurement of international scientific collaboration Scientometrics. ,vol. 28, pp. 15- 36 ,(1993) , 10.1007/BF02016282
Henry Small, Co-citation in the scientific literature: A new measure of the relationship between two documents Journal of the Association for Information Science and Technology. ,vol. 24, pp. 265- 269 ,(1973) , 10.1002/ASI.4630240406
KEN MCGARRY, A survey of interestingness measures for knowledge discovery Knowledge Engineering Review. ,vol. 20, pp. 39- 61 ,(2005) , 10.1017/S0269888905000408
M. E. J. Newman, Coauthorship networks and patterns of scientific collaboration. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 101, pp. 5200- 5205 ,(2004) , 10.1073/PNAS.0307545100
Alan Mislove, Massimiliano Marcon, Krishna P. Gummadi, Peter Druschel, Bobby Bhattacharjee, Measurement and analysis of online social networks Proceedings of the 7th ACM SIGCOMM conference on Internet measurement - IMC '07. pp. 29- 42 ,(2007) , 10.1145/1298306.1298311