TAX-PQ: Dynamic taxonomy probing and query modification for topic-focused Web search

Proceedings - 8th International Conference on Database Systems for Advanced Applications, DASFAA 2003

Volumn , Issue , 2003, Pages 91-100

  Pahlevi, S M ^a   Kitagawa, H ^a  

^a UNIVERSITY OF TSUKUBA   (Japan)

Author keywords

Data mining; Database systems; Decision trees; Employment; Probes; Robustness; Sampling methods; Search engines; Taxonomy; Web search

Indexed keywords

DATA MINING; DATABASE SYSTEMS; DECISION TREES; EMPLOYMENT; INFORMATION RETRIEVAL; PROBES; QUERY PROCESSING; ROBUSTNESS (CONTROL SYSTEMS); SEARCH ENGINES; TAXATION; TAXONOMIES; TREES (MATHEMATICS); WEBSITES;

DECISION TREE CONSTRUCTION; DYNAMIC TAXONOMIES; QUERY MODIFICATION; SAMPLING METHOD; USER REQUIREMENTS; WEB SEARCH INTERFACES; WEB SEARCH PROCESS; WEB SEARCHES;

WORLD WIDE WEB;

EID: 51849105158     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DASFAA.2003.1192372     Document Type: Conference Paper

References (17)

1. S. Brin and L. Page. The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems, 30(1-7):107-117, 1998.
2. S. Chakrabarti et al. Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies. VLDB Journal, 7(3):163-178, 1998.
3. S. Chakrabarti et al. Focused crawling: a new approach to topic-specific Web resource discovery. In WWW8, 1999.
4. C. Chekuri et al. Web search using automatic classification. In WWW6, 1996.
5. W. W. Cohen et al. Learning to query the web. In AAAI Workshop on Internet-Based Information Systems, 1996.
6. J. Ding et al. Mining medline: Abstracts, sentences, or phrases? In Pacific Symposium on Biocomputing (PSB 2002), pages 326-337, 2002.
7. S. T. Dumais and H. Chen. Hierarchical classification of Web content. In Proceedings of SIGIR-00, pages 256-263, 2000.
8. E. Glover et al. Improving category specific web search by learning query modifications. In SAINT, 2001.
9. Google. http://www.google.com/press/zeitgeis.html.
10. M. A. Hearst et al. Scatter/Gather as a tool for the navigation of retrieval results. In Working Notes AAAI Fall Symp. AI Applications in Knowledge Navigation, 1995.
11. L. Kerschberg et al. Websifter II: A personalizable metasearch agent based on weighted semantic taxonomy tree. In International Conference on Internet Computing, 2001.
12. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. JACM, 46(5):604-632, 1999.
13. S. Oyama et al. Keyword spices: A new method for building domain-specific web search engines. In IJCAI, 2001.
14. J. R. Quinlan. Induction of decision trees. In Machine Learning, pages 81-106, 1986.
15. J. R. Quinlan. C4.5: Programs for Machine Learning. 1993.
16. Yahoo. http://buzz.yahoo.com.
17. O. Zamir et al. Fast and intuitive clustering of web documents. In Knowledge Discovery and Data Mining, 1997.