Automatic topics discovery from hyperlinked documents

Information Processing and Management

Volumn 40, Issue 2, 2004, Pages 239-255

  Wu, Kuo Jui ^a   Chen, Meng Chang ^a   Sun, Yeali ^b  

^a INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Authority; Hub; Hyperlink analysis; Topic discovery

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; EIGENVALUES AND EIGENFUNCTIONS; INFORMATION SCIENCE; ITERATIVE METHODS; SEARCH ENGINES; TOPOLOGY; VECTORS; WORLD WIDE WEB;

AUTOMATIC TOPIC DISCOVERY (ATD); HYPERLINKED DOCUMENTS;

INFORMATION RETRIEVAL;

EID: 0346266394     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0306-4573(03)00039-6     Document Type: Article

References (26)

1. Amento, B., Terveen, L., & Hill, W. (2000). Does "Authority" mean quality? Predicting expert quality ratings of web documents. In Proceedings of the 23rd annual international ACM SIGIR conference on research and development in information retrieval, Athens, Greece (pp. 296-303).
2. Bharat, K., & Henzinger, M. R. (1998). Improved algorithms for topic distillation in a hyperlinked environment. In Proceeding of the 21st annual international ACM SIGIR conference on research and development in information retrieval, Melbourne, Australia (pp. 104-111).
3. Borodin, A., Roberts, G. O., Rosenthal, J. S., & Tsaparas, P. (2001). Finding authorities and hubs from link structure on the World Wide Web. In Proceedings of 10th international World Wide Web conference, Hong Kong (pp. 415-429).
4. Botafogo R.A., Eivlin E., Shneiderman B. Structural analysis of hypertexts: identifying hierarchies and useful metrics. ACM Transactions on Information System. 10(2):1992;142-180.
5. Brin S., Page L. The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems. 30(1-7):1998;107-117.
6. Chaffee, J., & Gauch, S. (2000). Personal ontologies for web navigation. In Proceedings of the 9th international conference on information and knowledge management, McLean, VA (pp. 227-234).
7. Chakrabarti, S., Joshi, M., & Tawde, V. (2001). Enhanced topic distillation using text, markup tags, and hyperlinks. In Proceeding of the 24th annual international ACM SIGIR conference on research and development in information retrieval, New Orleans, LA (pp. 208-216).
8. Chakravarthy, A. S., & Haase, K. B. (1995). Netserf: using semantic knowledge to find Internet information archives. In Proceedings of the 18th annual international ACM SIGIR conference on research and development in information retrieval, Seattle, WA (pp. 4-11).
9. Chang, H., Cohn, D., & McCallum, A. (2000). Creating customized authority lists. In Proceedings of the 17th international conference on machine learning, Stanford, CA.
10. Cohn, D., & Chang, H. (2000). Probabilistically identifying authoritative documents. In Proceedings of the 17th international conference on machine learning, Stanford, CA.
11. Davison, B. D. (2000). Topical locality in the web. In Proceedings of the 23rd annual international ACM SIGIR conference on research and development in information retrieval, Athens, Greece (pp. 272-279).
12. Davison, B. D., Gerasoulis, A., Kleisouris, K., Lu, Y., Seo, H.-J., Wang, W., & Wu, B. (1999). DiscoWeb: applying link analysis to web search. In Poster proceedings of the 8th international World Wide Web conference, Toronto, Canada (pp. 148-149).
13. Dean, J., & Henzinger, M. R. (1999). Finding related pages in the World Wide Web. In Proceedings of the 8th international World Wide Web conference, Toronto, Canada (pp. 389-401).
14. Ding, C., He, X., Husbands, P., Zha, H., & Simon, H. D. (2002). RageRank, HITS, and a unified framework for link analysis. In Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval, Tampere, Finland (pp. 353-354).
15. Ellis, D., Furner-Hines, J., & Willett, P. (1994). On the measurement of inter-linker consistency and retrieval effectiveness in hypertext databases. In Proceedings of the 17th annual international ACM SIGIR conference on research and development in information retrieval, Dublin, Ireland (pp. 50-61).
16. Farahat, A., Nunberg, G., & Chen, F. (2002). AuGEAS (authoritativeness grading, estimation, and sorting). In Proceedings of the 7th international conference on information and knowledge management, McLean, VA (pp. 194-202).
17. Géry, M. (2002). Non-linear reading for a structured web indexation. In Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval, Tampere, Finland (pp. 379-380).
18. Gibson, D., Kleinberg, J. M., & Raghavan, P. (1998). Inferring web communities from link topology. In Proceedings of the 9th ACM conference on hypertext and hypermedia, Pittsburgh, PA (pp. 225-234).
19. Kleinberg, J. M. (1998). Authoritative sources in a hyperlinked environment. In Proceedings of the 9th annual ACM-SIAM symposium on discrete algorithms, San Francisco, CA (pp. 668-677).
20. Kumar, R., Raghavan, P., Rajagopalan, S., & Tomkins, A. (1999a). Trawling the web for emerging cyber-communities. In Proceedings of the 8th international World Wide Web conference, Toronto, Canada (pp. 403-415).
21. Kumar, R., Raghavan, P., Rajagopalan, S., & Tomkins, A. (1999b). Extracting large-scale knowledge bases from the web. In Proceedings of IEEE international conference on very large data bases, Edinburgh, Scotland, UK (pp. 639-650).
22. Kumar, R., Raghavan, P., Rajagopalan, S., Sivakumar, D., Tomkins, A., & Upfal, E. (2000). The web as a graph. In Proceedings of ACM symposium on principles of database systems, Dallas, TX (pp. 1-10).
23. Lempel, R., & Moran, S. (2000). The stochastic approach for link-structure analysis (SALSA) and the TKC effect. In Proceedings of 9th international World Wide Web conference, Amsterdam, Netherlands (pp. 387-401).
24. Luke, S., Spector, L., Rager, D., & Hendler, J. (1997). Ontology-based web agents. In Proceedings of the 1st international conference on autonomous agents, Marina del Rey, CA (pp. 59-68).
25. Meghabghab G. Discovering authorities and hubs in different topological web graph structures. Information Processing and Management. 38:2002;111-140.
26. Ng, A. Y., Zheng, A. X., & Jordan, M. I. (2001). Link analysis, eigenvectors, and stability. In Proceedings of the 7th international joint conference on artificial intelligence, Seattle, WA (pp. 903-910).