Combining classifiers to identify online databases

16th International World Wide Web Conference, WWW2007

Volumn , Issue , 2007, Pages 431-440

  Barbosa, Luciano ^a   Freire, Juliana ^a  

^a University of Utah   (United States)

Author keywords

Hidden web; Hierarchical classifiers; Learning classifiers; Online database directories; Web crawlers

Indexed keywords

WEB FORMS; WEBCRAWLERS;

INFORMATION SERVICES; MERGING; ONLINE SEARCHING; ONLINE SYSTEMS; WEBSITES;

DATABASE SYSTEMS;

EID: 35348849557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1242572.1242631     Document Type: Conference Paper

References (33)

1. R. A. Baeza-Yates and B. A. Ribeiro-Neto. Modern Information Retrieval. ACM Press/Addison-Wesley, 1999.
2. L. Barbosa and J. Freire. Siphoning Hidden-Web Data through Keyword-Based Interfaces. In Proc. of SBBD, pages 309-321, 2004.
3. L. Barbosa and J. Freire. Searching for Hidden-Web Databases. In Proceedings of WebDB, pages 1-6, 2005.
4. L. Barbosa and J. Freire. Organizing hidden-web databases by clustering visible web documents. In Proceedings of ICDE, 2007. To appear.
5. P. Bennett, S. Dumais, and E. Horvitz. Probabilistic combination of text classifiers using reliability indicators: Models and results. In Proceedings of SIGIR, 2002.
6. P. N. Bennett, S. T. Dumais, and E. Horvitz. The combination of text classifiers using reliability indicators. Information Retrieval, 8(1):67-100, 2005.
7. A. Bergholz and B. Chidlovskii. Crawling for Domain-Specific Hidden Web Resources. In Proceedings of WISE, pages 125-133, 2003.
8. Brightplanet's searchable databases directory. http://www.completeplanet. com.
9. S. Chakrabarti, K. Punera, and M. Subramanyam. Accelerated focused crawling through online relevance feedback. In Proceedings of WWW, pages 148-159, 2002.
10. S. Chakrabarti, M. van den Berg, and B. Dom. Focused Crawling: A New Approach to Topic-Specific Web Resource Discovery. Computer Networks, 31(11-16):1623-1640, 1999.
11. K. C-C. Chang, B. He, and Z. Zhang. Toward Large-Scale Integration: Building a MetaQuerier over Databases on the Web. In Proc. of CIDR., pages 44-55, 2005.
12. J. Cope, N. Craswell, and D. Hawking. Automated Discovery of Search Interfaces on the Web. In Proceedings of ADC, pages 181-189, 2003.
13. M. Diligenti, F. Coetzee, S. Lawrence, C. L. Giles, and M. Gori. Focused Crawling Using Context Graphs. In Proceedings of VLDB, pages 527-534, 2000.
14. Y. Even-Zohar and D. Roth. A sequential model for multi-class classification. In Empirical Methods in Natural Language Processing, 2001.
15. M. Galperin. The molecular biology database collection: 2005 update. Nucleic Acids Res, 33, 2005.
16. S. Gangaputra and D. Geman. A design principle for coarse-to-fine classification. In Proceedings of CVPR, pages 1877-1884, 2006.
17. L. Gravano, P. G. Ipeirotis, and M. Sahami. Qprober: A system for automatic classification of hidden-web databases. ACM TOIS, 21(1):1-41, 2003.
18. B. He and K. G-C. Chang. Statistical Schema Matching across Web Query Interfaces. In Proceedings of ACM SIGMOD, pages 217-228, 2003.
19. B. He, T. Tao, and K. C.-C. Chang. Organizing structured web sources by query schemas: a clustering approach. In Proc. of CIKM, pages 22-31, 2004.
20. H. He, W. Meng, C. Yu, and Z. Wu. Wise-integrator: An automatic integrator of web search interfaces for e-commerce. In Proceedings of VLDB, pages 357-368, 2003.
21. B. Heisele, T. Serreb, S. Prenticeb, and T. Poggiob. Hierarchical Classification and Feature Reduction for Fast face Detection with Support Vector Machines. Pattern Recognition, 36(9), 2003.
22. A. Hess and N. Kushmerick. Automatically attaching semantic metadata, to web services. In Proceedings of IIWeb, pages 111-116, 2003.
23. W. Hsieh, J. Madhavan, and R. Pike. Data management projects at Google. In Proceedings of ACM SIGMOD, pages 725-726, 2006.
24. T. Mitchell. Machine Learning. McGraw Hill, 1997.
25. S. Raghavan and H. Garcia-Molina. Crawling the Hidden Web. In Proceedings of VLDB, pages 129-138, 2001.
26. J. Rennie and A. McCallum. Using Reinforcement Learning to Spider the Web Efficiently. In Proceedings of ICML, pages 335-343, 1999.
27. Y. Ru and E. Horowitz. Indexing the invisible Web: a survey. Online Information Review, 29(3):249-265, 2005.
28. E. H. Simpson. Measurement of Diversity. Nature, 163:688, 1949.
29. S. Sizov, M. Biwer, J. Graupmann, S. Siersdorfer, M. Theobald, G. Weikum, and P. Zimmer. The BINGO! System for Information Portal Generation and Expert Web Search. In Proc. of CIDR, 2003.
30. The UIUC Web integration repository. http://metaquarier.cs.uiuc.edu/ repository.
31. I. H. Witten and E. Frank. Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann, 2nd edition, 2005.
32. P. Wu, J.-R. Wen, H. Liu, and W.-Y. Ma. Query selection techniques for efficient crawling of structured web sources. In Proceedings of ICDE, page 47, 2006.
33. W. Wu, C. Yu, A. Doan, and W. Meng. An Interactive Clustering-based Approach to Integrating Source Query interfaces on the Deep Web. In Proceedings of ACM SIGMOD, pages 95-106, 2004.