Collective taxonomizing: A collaborative approach to organizing document repositories

Decision Support Systems

Volumn 50, Issue 1, 2010, Pages 292-303

  Wu, Harris ^a   Gordon, Michael D ^b   Fan, Weiguo ^c  

^a OLD DOMINION UNIVERSITY   (United States)

^b UNIVERSITY OF MICHIGAN   (United States)

^c VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

Author keywords

Collective taxonomizing; Design science; Knowledge management; Structural knowledge; Web 2.0

Indexed keywords

ANALYTICAL EVALUATION; COLLABORATIVE APPROACH; COLLECTIVE TAXONOMIZING; CRITICAL CHALLENGES; DESIGN SCIENCE; DOCUMENT REPOSITORIES; GLOBAL TAXONOMY; INTELLIGENCE ORGANIZATIONS; SECURITY FAILURE; STRUCTURAL KNOWLEDGE; WEB 2.0;

DESIGN; FLOCCULATION; WORLD WIDE WEB;

KNOWLEDGE MANAGEMENT;

EID: 78049469316     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2010.08.031     Document Type: Article

References (43)

1. J.R. Anderson Cognitive Psychology and Its Implications 1995 W.H. Freeman and Company New York
2. H. Barki, S. Rivard, and J. Talbot A keyword classfication scheme for IS Research Literature: an update MIS Quarterly 17 1993 209 226
3. J. Bleiholder, and F. Naumann Data fusion ACM Computing Survey 41 2008 1 41
4. T.-H. Cheng, and C.-P. Wei A clustering-based approach for integrating document-category hierarchies IEEE Transactions on Systems, Man and Cybernetics-Part A 38 2008 410 424
5. N. Choi, I. Song, and H. Han A survey on ontology mapping ACM SIGMOD Record 35 2006 34 41 (Pubitemid 44547581)
6. D.R. Cutting, D.R. Karger, and J. Pedersen Constant interaction-time scatter/gather browsing of very large document collections 16th annual international ACM SIGIR conference, Pittsburgh 1993
7. L.E. Davis, G.Y. Treverton, D. Byman, S. DALY, and W. Rosenau Coordinating the War on Terrorism, The Rand Corporation Report OP-110-RC 2004
8. G.M. Diekhoff, and K.B. Diekhoff Cognitive maps as a tool in communicating structural knowledge Educational Technology 22 1982 28 30
9. A. Doan, J. Madhaven, R. Dhamankar, P. Domingos, and A. Helevy Learning to match ontologies on the semantic web The VLDB Journal 12 2003 303 319 (Pubitemid 37503689)
10. B.S. Everitt, and G. Dunn Applied Multivariate Data Analysis 1992 Oxford University Press New York
11. S.R. Guha, R. Rastogi, and K. Shim CURE: An efficient clustering algorithm for large databases ACM SIGMOD International Conference on Management of Data 1998 73 84 (Pubitemid 128655958)
12. J.A. Hartigan Statistical theory in clustering Journal of Classification 2 1985 63 76
13. M. Hearst, and C. Karadi Searching and browsing text collections with large category hierarchies Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), Atlanta, GA 1997
14. M.A. Hearst, and J.O. Pedersen Reexamining the cluster hypothesis: scatter/gather on retrieval results 19th annual international ACM SIGIR conference, Zurich 1996
15. A.R. Hevner, S.T. March, and J. Park Design science in information systems research MIS Quarterly 28 2004 75 105
16. P. Heymann, and H. Garcia-Molina Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems, Technical Report InfoLab 2006-10 2006 Stanford University Stanford
17. J.D. Jobson Applied Multivariate Data Analysis 1992 Springer-Verlag New York
18. A. Kankanhalli, B. Tan, and K. Wei Conributing knowledge to electronic document repositories: an empirical investigation MIS Quarterly 29 2005 113 144 (Pubitemid 44151825)
19. J.H. Larkin, J. McDermottt, D.P. Simon, and H.A. Simon Expert and novice performance in solving physics problems Science 1980 1335 1342
20. A. Leuski Evaluating document clustering for interactive information retrieval 10th international conference on Information and knowledge management Atlanta 2001 33 40 (Pubitemid 34974611)
21. D. Lin An information-theoretic definition of similarity International Conference on Machine Learning, Madison 1998
22. S.T. March, and G. Smith Design and natural science research on information technology Decision Support Systems 15 1995 251 266
23. I. Nonaka A dynamic theory of organizational knowledge creation Organization Science 5 1994 14 37 (Pubitemid 24784043)
24. D. Radev, W. Fan, and Z. Zhang WebInEssence: personalized web-based multi-document summarization NAACL Workshop on Automatic Summarization, Pittsburg 2001
25. D.E. Rumelhart Schemata: The building blocks of cognition 1980 Lawrence Erlbaum Hillsdale, NJ
26. P. Schmitz Inducing Ontology from Flickr Tags Workshop in Collaborative Web Tagging 2006
27. M. Steinbach, G. Karypis, and V. Kumar A comparison of document clustering techniques KDD Workshop on Text Mining 2000
28. E.M. Voorhees Implementing agglomerative hierarchical clustering algorithms for use in document retrieval Information Processing and Management 22 1986 465 476
29. P. Willett Recent trends in hierarchical document clustering: a critical review Information Processing and Management 24 1988 577 597
30. C.-H. Wu, S.-J. Horng, and H.-R. Tsai Efficient parallel algorithms for hierarchical clustering on arrays with reconfigurable optical buses Journal of Parallel and Distributed Computing 60 2000 1137 1153
31. H. Wu, and M. Gordon Collaborative filing in a document repository Proceedings of the ACM SIGIR 2004, Sheffield, UK 2004 518 519
32. H. Wu, and M. Gordon From social tagging to social hierarchies - sharing deeper structural knowledge in Web 2.0 Communications of the Association for Information Systems 24 2009
33. H. Wu, and M. Gordon Collaborative structuring: organizing document repositories effectively and efficiently Communications of the ACM 50 July 2007 86 91 (Pubitemid 47160201)
34. H. Wu, M. Gordon, and K. DeMaagd Document co-organization in an online knowledge community ACM Conference on Human Factors in Computing Systems, Vienna, Austria 2004 1211 1214
35. H. Wu, M. Gordon, K. DeMaagd, and N. Bos Link analysis for collaborative knowledge building Proceedings of the ACM 14th Conference on Hypertext and Hypermedia, Nottingham, UK 2003 216 217
36. H. Wu, M. Gordon, K. DeMaagd, and W. Fan Mining web navigations for intelligence Decision Support Systems 41 2006 574 591 (Pubitemid 43233888)
37. H. Wu, and M.D. Gordon From Social Tagging to Social Hierarchies: Sharing Deeper Structural Knowledge in Web 2.0 Communications of the Association for Information Systems 24 2009
38. H. Wu, D.R. Radev, and W. Fan Towards answer-focused summarization Proceedings of the International Conference on Information Technology and Applications, Bathurst, Australia 2002
39. H. Wu, M. Zubair, and K. Maly Collaborative classification of growing collections with evolving facets Proceedings of the ACM 17th Conference on Hypertext and Hypermedia (Hyptertext'07) Manchester, UK 2007 (Pubitemid 350239869)
40. Y. Yang An evaluation of statistical approaches to text categorization Information Retrieval 1 1999 69 90
41. D. Zhang, and W. Lee Web taxonomy integration using support vector machines 13th international conference on World Wide Web New York 2004 (Pubitemid 39745298)
42. T. Zhang, R. Ramakrishnan, and M. Livny BIRCH: An efficient data clustering method for very large databases ACM SIGMOD Conference 1996 (Pubitemid 126440760)
43. H. Zhao, and S. Ram Combining schema and instance information for integrating heterogeneous data sources Data and Knowledge Engineering 61 2007 281 303 (Pubitemid 46413396)