WebSail: From on-line learning to Web search

Proceedings of the 1st International Conference on Web Information Systems Engineering, WISE 2000

Volumn 1, Issue , 2000, Pages 206-213

  Chen, Zhixiang ^a   Meng, Xiannong ^a   Zhu, Binhai ^b   Fowler, R H ^a  

^a UNIVERSITY OF TEXAS PAN AMERICAN   (United States)

^b CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; E-LEARNING; FEEDBACK; INFORMATION RETRIEVAL; INFORMATION SYSTEMS; LEARNING ALGORITHMS; SYSTEMS ENGINEERING; WEBSITES;

ADAPTIVE WEB SEARCH; ARCHITECTURE AND PERFORMANCE; BOOLEAN FEATURES; DESIGN AND IMPLEMENTS; ONLINE LEARNING ALGORITHMS; REAL-WORLD PROBLEM; RELEVANT FEATURES; USER'S RELEVANCE FEEDBACK;

WORLD WIDE WEB;

EID: 84968813305     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WISE.2000.882394     Document Type: Conference Paper

References (28)

1. AltaVista: www.altavista.com.
2. Yahoo!: www.yahoo.com.
3. Google: www.google.com.
4. WebSail: www.cs.panam.edu/chen/WebSearch/WebSail.html.
5. Yarrow: www.cs.panam.edu/chen/WebSearch/Yarrow.html.
6. D. Angluin. Queries and concept learning. Machine Learning, 2:319-432, 1987.
7. R. Baeza-Yates and B. Riberiro-Neto. Modern Information Retrieval. Addison-Wesley, 1999.
8. K. Bollacker, S. Lawrence, and C. L. Giles. Citeseer: An autonomous web agent for automatic retrieval and identification of interesting publications. In Proceedings of the Second International Conference on Autonomous Agents, pages 116-113, New York, 1998. ACM Press.
9. K. Bollacker, S. Lawrence, and C. L. Giles. A system for automatic personalized tracking of scientific literature on the web. In Proceedings of the Fourth ACM Conference on Digital Libraries, pages 105-113, New York, 1999. ACM Press.
10. S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. In Proceedings of the Seventh World Wide Web Conference, 1998.
11. S. Chakrabarti, B. Dom, P. Raghavan, S. Rajagopalan, D. Gibson, and J. Kleinberg. Automatic resource compilation by analyzing hyperlink structure and associated text. In Proceedings of the Seventh World Wide Web Conference, pages 65-74, 1998.
12. Z. Chen and X. Meng. Yarrow: A real-time client site meta search learner. Proceedings of the AAAI 2000 Workshop on Artificial Intelligence for Web Search, July 2000.
13. Z. Chen, X. Meng, and R. H. Fowler. Searching the web with queries. Knowledge and Information Systems, 1:369-375, 1999.
14. Z. Chen and B. Zhu. Some formal analysis of the rocchio's similarity-based relevance feedback algorithm. Technical Report CS-00-22, Dept. of Computer Science, University of Texas-Pan American, March 2000.
15. D. Gibson, J. Kleinberg, and P. Raghavan. Inferring web communities from link topology. In Proceedings of the Ninth ACM Conference on Hypertext and Hypermedia, 1998.
16. E. Ide. Interactive search strategies and dynamic file organization in information retrieval. In G. Salton, editor, The Smart System - Experiments in Automatic Document Processing, pages 373-393, Englewood Cliffs, NJ, 1971. Prentice-Hall Inc.
17. E. Ide. New experiments in relevance feedback. In G. Salton, editor, The Smart System - Experiments in Automatic Document Processing, pages 337-354, Englewood Cliffs, NJ, 1971. Prentice-Hall Inc.
18. J. J.J. Rocchio. Relevance feedback in information retrieval. In G. Salton, editor, The Smart Retrieval System - Experiments in Automatic Document Processing, pages 313-323, Englewood Cliffs, NJ, 1971. Prentice-Hall, Inc.
19. J. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of ACM, 46(5):604-632, 1999.
20. S. Lawrence, K. Bollacker, and C. L. Giles. Indexing and retrieval of scientific literature. In Proceedings of the Eighth ACM International Conference on Information and Knowledge Management, 1999.
21. D. Lewis. Learning in intelligent information retrieval. In Proceedings of the Eighth International Workshop on Machine Learning, pages 235-239, 1991.
22. N. Littlestone. Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning, 2:285-318, 1988.
23. W. Maass and M. Warmuth. Efficient learning with virtual threshold gates. Information and Computation, 141(1):66-83, 1998.
24. A. Nakamura and N. Abe. Collaborative filtering using weighted majority prediction algorithms. In Machine Learning: Proceedings of the Fifteenth International Conference, 1998.
25. J. Rennie and A. McCallum. Using reinforcement learning to spider the web efficiently. In Proceedings of the Sixteenth International Conference on Machine Learning, 1999.
26. G. Salton. Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer. Addison-Wesley, 1989.
27. G. Salton, A. Wong, and C. Yang. A vector space model for automatic indexing. Comm. of ACM, 18(11):613-620, 1975.
28. B. Yuwono and D. Lee. Search and ranking algorithms for locating resources on the world wide web. In Proceedings of the International Conference on Data Engineering, pages 164-171, New Orleans, USA, 1996.