- Aggarwal , C. , Gates , S. and Yu , P. On the merits of building categorization system by supervised clustering . Proceedings of the 5th ACM SIGKDD International Conference on knowledge Discovery and Data Mining . August 15-18 1999 , San Diego, CA. pp. 352 – 356 .
- Bollacker , K. , Lawrence , S. and Giles , C. CiteSeer: an autonomous Web agent for automatic retrieval and identification of interesting publications . Proceedings of the 3rd ACM Conference on Digital Libraries . June 23-26 1998 , Pittsburgh, PA. pp. 116 – 123 .
- Bollacker , K. , Lawrence , S. and Giles , C. 2000 . Discovering relevant scientific literature on the Web . IEEE Intelligent Systems , 15 (2) : 42 – 49 .
- Gallon , M. , Courtial , J. P. and Laville , F. 1991 . Co-word analysis as a tool for describing the network of interactions between basic and technological research: the case of polymer chemistry . Scientometrics , 22 (1) : 153 – 203 .
- Carpenter , G. , Grossberg , S. and Rosen , D. 1991 . Fuzzy ART: fast stable learning and categorization of analog patterns by an adaptive resonance system . Neural Networks , 4 : 759 – 771 .
- Deerwester , S. , Dumais , S. , Furnas , G. and Landauer , K. 1990 . Indexing by latent semantic analysis . Journal of American Society for Information Science , 41 : 391 – 407 .
- Digital Equipment Corporation (DEC) . 2000 . “ Virtual Paper Project ” . http: //www/research.digital.com/SRC/virtualpaper/home.html
- Fayyad , U. M. , Piatetsky-Shapiro , G. and Smyth , P. 1996 . “ From data mining to knowledge discovery: an overview ” . In Advances in Knowledge Discovery and Data Mining , Edited by: Fayyad , U. M. , Piatetsky-Shapiro , G. , Smyth , P. and Uthurusamy , R. 1 – 34 . Menlo Park, CA : AAAI/MIT Press .
- Garfield , B. 1979 . Citation Indexing: Its Theory and Application in Science, Technology, and Humanities , New York : John Wiley & Sons .
- Hatter , S. P. 1992 . Psychological relevance and information science . Journal of the American Society for Information Science , 43 : 602 – 615 .
- Hartigan , J. A. 1975 . Clustering Algorithms , New York : John Wiley and Sons .
- He , Y. 2000 . “ Mining a Web Citation Database for the Retrieval of Scientific Publications over the WWW ” . Singapore : School of Computer Engineering, Nanyang Technological University . M.A.Sc. Thesis
- Honkela , T. , Kaski , S. , Kohonen , T. and Lagus , K. 1998 . “ Self-organizing maps of very large document collections: Justification for the WEBSOM method ” . In Classification, Data Analysis, and Data Highways , Edited by: Balderjahn , L. , Mathar , R. and Schader , M. 245 – 252 . Berlin : Springer .
- Jain , A. K. , Murty , M. N. and Flynn , P.J. 1999 . Data clustering: a review . ACM Computer Surveys , 31 (3) : 264 – 323 .
- Kaski , S. Dimensionality reduction by random mapping: fast similarity computation for clustering . Proceedings of International Joint Conference on Neural Networks (IJCNN'98) . May 5-9 1998 , Anchorage, AK. Vol. 1 , pp. 413 – 418 .
- Kaski , S. , Lagus , K. , Honkela , T. and Kohonen , T. 1998 . Statistical aspects of the WEBSOM system in organizing document collections . Computing Science and Statistics , 29 : 281 – 290 .
- Kaufman , L. and Rousseeuw , P. 1990 . Finding Groups on Data: An Introduction to Cluster Analysis , New York : John Wiley and Sons .
- Kohonen , T. 1995 . Self-Organizing Maps , Springer .
- Kohonen , T. Self-organizing of very large document collections: state of the art . Proceedings of the 8th International Conference on Artificial Neural Networks . September 2-4 1998 , Skövde, Sweden. pp. 65 – 74 .
- Kohonen , T. , Kaski , S. , Lagus , K. , Salojärvi , J. , Paatero , V. and Saarela , A. 2000 . Self organization of a massive document collection. IEEE Transactions on Neural Networks . Special Issue on Neural Networks for Data Mining and Knowledge Discovery , 11 (3) : 574 – 585 .
- Lin , X. 1997 . Map displays for information retrieval . Journal of the American Society for Information Science , 48 : 40 – 54 .
- Mitchell , T. 1999 . Machine learning and data mining . Communications of the ACM , 42 (11) : 31 – 36 .
- Pao , M. L. 1993 . Term and citation retrieval: a field study . Information Processing & Management , 29 (1) : 95 – 112 .
- Rauber , A. and Merkl , D. SOMLib: A digital library system based on neural networks . Proceedings of the 4th ACM Conference on Digital Libraries (DL'99) . August 11-14 1999 , Berkeley, CA. pp. 240 – 241 .
- Rocchio , J. 1966 . “ Document Retrieval Systems-Optimization and Evaluation ” . Cambridge, MA, , USA : Ph.D. Diff Harvard University .
- Salton , G. 1991 . Developments in automatic text retreival . Science , 253 : 974 – 979 .
- Salton , G. and McGiIl , M.J. 1983 . Introduction to Modern Information Retrieval , New York : McGraw-HiIl Publishing Company .
- Saracevic , T. 1996 . “ Relevance reconsidered ” . In Information Science: Integration in Perspective , Edited by: Ingwersen , P. and Pors , N. O. 210 – 218 . Copenhagen : Royal School of Librarianship .
- Schatz , B. and Chen , H. 1996 . Building large-scale digital libraries . IEEE Computer , 29 (5) : 22 – 26 .
- Slonim , N. and Tishby , N. Document clustering using word clusters via the information bottleneck method . Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval . July 24-28 2000 , Athens, Greece. pp. 208 – 215 .
- Tishby , N. , Pererira , F. C. and Bialek , W. The information bottleneck method . Proceedings of 37th Allerton Conference on Communication and Computation . September 22-24 1999 , Urbana, IL. pp. 368 – 377 .
- Turtle , H. and Croft , W.B. 1991 . Evaluation of an inference network-based retrieval model . ACM Transactions on Information Systems , 9 (3) : 187 – 222 .
- Van Rijsbergen , C. 1979 . Information Retrieval. , 2nd ed , London, England : Utterworths .
- White , H. D. and Griffith , B.C. 1981 . Author co-citation: a literature measure of intellectual structure . Journal of the American Society for Information Studies , 32 : 163 – 171 .
- Word Net. 2000 . “ WordNet-A Lexical Database for English ” . http://www.cogsci.princeton.edu/wn
- Yang , Y. and Liu , X. A re-examination of text categorization methods . Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval . August 15-19 1999 , Berkeley, CA. pp. 42 – 49 .
- Zamir , O. and Etzioni , O. Web document clustering: a feasibility demonstration . Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval . August 24-28 1998 , Melbourne, Australia. pp. 46 – 54 .
Free access
Mining a web citation database for document clustering
Reprints and Corporate Permissions
Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?
To request a reprint or corporate permissions for this article, please click on the relevant link below:
Academic Permissions
Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?
Obtain permissions instantly via Rightslink by clicking on the button below:
If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.
Related research
People also read lists articles that other readers of this article have read.
Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.
Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.