A client-side web agent for document categorization

Internet Research

Volumn 8, Issue 5, 1998, Pages 387-399

  Boley, Daniel ^a   Gini, Maria ^a   Hastings, Kyle ^c   Mobasher, Bamshad ^b   Moore, Jerry ^c  

^a University of Minnesota   (United States)

^b DEPAUL UNIVERSITY   (United States)

^c NONE

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0032349845     PISSN: 10662243     EISSN: None     Source Type: Journal    
DOI: 10.1108/10662249810241257     Document Type: Article

References (32)

1. Ackerman, M., Billsus, D., Goffney, S., Hettich, S., Khoo, G., Kim, D.J., Klefstad, R., Lowe, C., Ludeman, A., Mutamatsu, J., Omori, K., Pazzani, M., Semler, D., Starr, B. and Yap, P. (1997), "Learning probabilistic user profiles", Al Magazine, Vol. 18 No. 2, pp. 47-56.
2. Agrawal, A., Mannila, H., Srikant, R., Toivonen, H. and Verkamo, A. (1996), "Fast discovery of association rules", in Fayyad, U., Piatetsky-Shapiro, G., Smyth, P. and Uthurusamy, R. (Eds), Advances in Knowledge Discovery and Data Mining, AAAI/MIT Press, Boston, MA, pp. 307-28.
3. Armstrong, R., Freitag, D., Joachims, T. and Mitchell, T. (1995), "WebWatcher: a learning apprentice for the World Wide Web", Proceedings, AAAI Spring Symposium on Information Gathering from Heterogeneous, Distributed Environments. AAAI Press.
4. Balabanovic, M., Shoham, Y. and Yun, Y. (1995), "An adaptive agent for automated Web browsing", Journal of Visual Communication and Image Representation, Vol. 6 No. 4.
5. Berry, M.W., Dumais, S.T. and O'Brien, G.W. (1995), "Using linear algebra for intelligent information retrieval", SIAM Review, Vol. 37, pp. 573-95.
6. Boley, D. (1997), "Principal direction divisive partitioning", Technical Report TR-97-056, Department of Computer Science, University of Minnesota, Minneapolis, MN, to appear in Data Mining and Knowledge Discovery.
7. Boley, D. (1998), "Hierarchical taxonomies using divisive partitioning", Technical Report TR-98-012, Department of Computer Science, University of Minnesota, MN.
8. Broder, A.Z., Glassman, S.C., Manasse, M.S. and Zweig, G. (1997), "Syntactic clustering of the Web", Proceedings of 6th International World Wide Web Conference, Computer Networks and ISDN Systems, Elsevier, Amsterdam, Vol. 29 No. 8-13, pp. 1157-66.
9. Chang, C. and Hsu, C. (1997), "Customizable multi-engine search tool with clustering", Proceedings of 6th International World Wide Web Conference, Computer Networks and ISDN Systems, Elsevier, Amsterdam, Vol. 29 No. 8-13, pp. 1217-24.
10. Cheeseman, P. and Stutz, J. (1996), "Bayesian classification (Autoclass): theory and results", in Fayyad, U., Piatetsky-Shapiro, G., Smyth, P. and Uthurusamy, R. (Eds), Advances in Knowledge Discovery and Data Mining, AAAI/MIT Press, Boston, MA, pp. 153-80.
11. Dubes, R. and Jain, A. (1980), "Clustering methodologies in exploratory data analysis", in Yovits, M. (Ed.), Advances in Computers, Academic Press Inc., New York, NY.
12. Duda, R.O. and Hart, P.E. (1973), Pattern Classification and Scene Analysis, John Wiley & Sons, New York, NY.
13. Fisher, D. (1995), "Optimization and simplification of hierarchical clusterings", Proceedings of the First International Conference on Knowledge Discovery and Data Mining, American Association for Artificial Intelligence, Menlo Park, CA, pp. 118-23.
14. Frakes, W.B. (1992), "Stemming algorithms" in Frakes, W.B. and Baeza-Yates, R. (Eds), Information Retrieval Data Structures and Algorithms, Prentice-Hall, Englewood Cliffs, NJ, pp. 131-60.
15. Frakes, W.B. and Baeza-Yates, R. (1992), Information Retrieval Data Structures and Algorithms, Prentice-Hall, Englewood Cliffs, NJ.
16. Golub, G.H. and Van Loan, C.F. (1996), Matrix Computations (3rd ed.), Johns Hopkins University Press, Baltimore, MD.
17. Han, E., Karypis, G., Kumar, V. and Mobasher, B. (1998b), "Hypergraph based clustering in high-dimensional data sets: a summary of results", Bulletin of the Technical Committee on Data Engineering, Association for Computing Machinery, Vol. 21 No. 1, New York, NY.
18. Han, E.H.S., Boley, D., Gini, M., Gross, R., Hastings., K., Karypis, G., Kumar, V., Mobasher, B. and Moore, J. (1998a), "WebACE: a Web agent for document categorization and exploration", Proceedings of 2nd International Conference on Autonomous Agents.
19. Jain, A. and Dubes, R.C. (1988), Algorithms for Clustering Data, Prentice-Hall, Englewood Cliffs, NJ.
20. Karypis, G., Aggarwal, R., Kumar, V. and Shekhar, S. (1997), "Multilevel hypergraph partitioning: application in VLSI domain", Proceedings ACM/IEEE Design Automation Conference, Association for Computing Machinery, New York, NY.
21. Kohonen, T. (1988), Self-Organization and Associated Memory, Springer-Verlag, New York, NY.
22. Lee, R. (1981), "Clustering analysis and its applications", in Toum, J. (Ed.), Advances in Information Systems Science, Plenum Press, New York, NY.
23. Lu, S. and Fu, K. (1978), "A sentence-to-sentence clustering procedure for pattern analysis", IEEE Transactions on Systems, Man and Cybernetics, Vol. 8, pp. 381-9.
24. Maarek, Y.S. and Shaul, I.Z.B. (1996), "Automatically organizing bookmarks per contents", Proceedings of 5th International World Wide Web Conference, Computer Networks and ISDN Systems, Elsevier, Amsterdam, Vol. 28 No. 7-11, pp. 1321-34.
25. Ng, R. and Han, J. (1994), "Efficient and effective clustering method for spatial data mining", Proceedings of the 20th VLDB Conference, Morgan Kaufman, San Francisco, CA, pp. 144-55.
26. Pazzani, M., Muramatsu, J. and Billsus, D. (1996), "Syskill and Webert: identifying interesting Web sites", National Conference on Artificial Intelligence, Portland, OR, pp. 54-61.
27. Porter, M.F. (1980), "An algorithm for suffix stripping", Program, Vol. 14 No. 3, pp. 130-7.
28. Salton, G. and McGill, M.J. (1983), Introduction to Modern Information Retrieval, McGraw-Hill, New York, NY.
29. Shavlik, J. and Dietterich, T. (1990), Readings in Machine Learning, Morgan-Kaufman, San Mateo, CA.
30. Titterington, D., Smith, A. and Makov, U. (1985), Statistical Analysis of Finite Mixture Distributions, John Wiley & Sons, New York, NY.
31. Weiss, R., Velez, B., Sheldon, M.A., Nemprempre, C., Szilagyi, P., Duda, A. and Gifford, D.K. (1996), "Hypursuit: a hierarchical network search engine that exploits content-link hypertext clustering", Seventh ACM Conference on Hypertext, Association for Computing Machinery, New York, NY.
32. Wulfekuhler, M.R. and Punch, W.F. (1997), "Finding salient features for personal Web page categories", Proceedings of 6th International World Wide Web Conference, Computer Networks and ISDN Systems, Elsevier, Amsterdam, Vol. 29 No. 8-13, pp. 1147-56.