Overview of autofeed: An unsupervised learning system for generating webfeeds

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2006, Pages 1601-1604

  Gazen, Bora ^a   Minton, Steven ^a  

^a Fetch Technologies Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATA STRUCTURES; MATHEMATICAL MODELS; PROBABILISTIC LOGICS; PROBLEM SOLVING; WORLD WIDE WEB;

DATA EXTRACTION; SEMI-STRUCTURED DATA; SUPERVISED LEARNING; WEB-EXTRACTION PROBLEMS;

LEARNING SYSTEMS;

EID: 33750724404     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Arasu, A., and Garcia-Molina, H. 2003. Extracting structured data from web pages. In SIGMOD Conference, 337-348.
2. Caverlee, J.; Liu, L.; and Buttler, D. 2004. Probe, cluster, and discover: Focused extraction of qa-pagelets from the deep web. In ICDE, 103-115.
3. Cohen, W. W., and Singer, Y. 1999. A simple, fast, and effictive rule learner. In AAAI/IAAI, 335-342.
4. Cohen, W. W.; Hurst, M.; and Jensen, L. S. 2002. A flexible learning system for wrapping tables and lists in html documents. In WWW '02: Proc. of the eleventh international conference on World Wide Web, 232-241. ACM Press.
5. Craven, M.; DiPasquo, D.; Freitag, D.; McCallum, A. K.; Mitchell, T. M.; Nigam, K.; and Slattery, S. 1998. Learning to extract symbolic knowledge from the World Wide Web. In Proc. of AAAI-98, 15th Conference of the American Association for Artificial Intelligence, 509-516. Madison, US: AAAI Press.
6. Crescenzi, V.; Mecca, G.; and Merialdo, P. 2001. Road-runner: Towards automatic data extraction from large web sites. In Proc. of 27th International Conference on Very Large Data Bases, 109-118.
7. Crescenzi, V.; Merialdo, P.; and Missier, P. 2003. Fine-grain web site structure discovery. In WIDM '03: Proc. of the 5th ACM international workshop on Web information and data management, 15-22. ACM Press.
8. Embley, D. W.; Tao, C.; and Liddle, S. W. 2002. Automatically extracting ontologically specified data from html tables of unknown structure. In ER '02: Proc. of the 21st Int. Conf. on Conceptual Modeling, 322-337. Springer-Verlag.
9. Gazen, B., and Minton, S. 2005. Autofeed: an unsupervised learning system for generating webfeeds. In Proc. of the 3rd Int. Conf. on Knowledge Capture (K-CAP), Banff, Alberta, Canada, 3-10.
10. Getoor, L.; Friedman, N.; Koller, D.; and Taskar, B. 2001. Learning probabilistic models of relational structure. In Proc. 18th Int. Conf. on Machine Learning, 170-177. Morgan Kaufmann, San Francisco, CA.
11. Kushmerick, N. 2000. Wrapper induction: Efficiency and expressiveness. Artificial Intelligence 118(1-2):15-68.
12. Lerman, K.; Getoor, L.; Minton, S.; and Knoblock, C. 2004. Using the structure of web sites for automatic segmentation of tables. In SIGMOD '04: Proc. of the 2004 ACM SIGMOD international conference on Management of data, 119-130. ACM Press.
13. Reis, D. C.; Golgher, P. B.; Silva, A. S.; and Laender, A. F. 2004. Automatic web news extraction using tree edit distance. In WWW '04: Proc. of the 13th international conference on World Wide Web, 502-511. ACM Press.
14. Shazeer, N. M.; Littman, M. L.; and Keim, G. A. 1999. Solving crossword puzzles as probabilistic constraint satisfaction. In AAAI/IAAI, 156-162.