HAMSTER: Using search clicklogs for schema and taxonomy matching

Proceedings of the VLDB Endowment

Volumn 2, Issue 1, 2009, Pages 181-192

  Nandi, Arnab ^a   Bernstein, Philip A ^b  

^a UNIVERSITY OF MICHIGAN   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA WAREHOUSES; ELECTRONIC DATA INTERCHANGE;

DATA FEED; KEYWORD QUERIES; MATCHING PROCESS; NUMBER OF DATUM; SCHEMA INFORMATION; SCHEMA MATCHING; TRADITIONAL TECHNIQUES;

SEARCH ENGINES;

EID: 78651304570     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/1687627.1687649     Document Type: Article

References (41)

1. R. Agrawal and R. Srikant. On Integrating Catalogs. WWW, 2001.
2. S. Amer-Yahia. A Database Solution to Search 2.0 (keynote talk). WebDB, 2007.
3. E. Amitay and A. Broder. Introduction to Special issue on Query Log Analysis: Technology and Ethics. TWEB, 2008.
4. D. Aumueller, H. Do, S. Massmann, and E. Rahm. Schema and ontology matching with COMA++. SIGMOD, 2005.
5. R. Baeza-Yates, C. Hurtado, and M. Mendoza. Query Recommendation using Query Logs in Search Engines. International Workshop on Clustering Information over the Web, 2004.
6. R. Baeza-Yates, C. Hurtado, and M. Mendoza. Query recommendation using query logs in search engines. EDBT Workshops, 2004.
7. E. Balfe and B. Smyth. A Comparative Analysis of Query Similarity Metrics for Community-Based Web Search. LNCS, 2005.
8. P. Bernstein, J. Madhavan, and E. Rahm. Generic Schema Matching with Cupid. VLDB Journal, 2001.
9. P. Bernstein, S. Melnik, and J. Churchill. Incremental Schema Matching. VLDB, 2006.
10. X. Chai, M. Sayyadian, A. Doan, A. Rosenthal, and L. Seligman. Analyzing and Revising Data Integration Schemas to improve their Matchability. VLDB, 2008.
11. W. Cohen. Integration of Heterogeneous Databases without Common Domains using Queries based on Textual Similarity. SIGMOD Record, 1998.
12. A. Doan, P. Domingos, and A. Halevy. Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach. SIGMOD Record, 2001.
13. A. Doan and A. Halevy. Semantic Integration Research in the Database Community: A Brief Survey. AI Magazine, 2005.
14. A. Doan, J. Madhavan, P. Domingos, and A. Halevy. Ontology Matching: A Machine Learning Approach. Handbook on Ontologies in Information Systems, 2004.
15. X. Dong, A. Halevy, and J. Madhavan. Reference Reconciliation in Complex Information Spaces. SIGMOD, 2005.
16. H. Elmeleegy, M. Ouzzani, and A. Elmagarmid. Usage-Based Schema Matching. ICDE, 2008.
17. D. Engmann and S. Massmann. Instance matching with COMA++. In BTW Workshop, 2007.
18. J. Euzenat and P. Shvaiko. Ontology Matching. Springer-Verlag, 2007.
19. B. He and K. Chang. Statistical Schema Integration across the Deep Web. SIGMOD, 2003.
20. J. Hong, H. Zhongtian, and D. Bell. An Evidential Approach to Query Interface Matching on the Deep Web. VLDB, 2008.
21. W. Hsieh, J. Madhavan, and R. Pike. Data management projects at Google. SIGMOD, 2006.
22. R. Khare and T. Çelik. Microformats: a Pragmatic Path to the Semantic Web. WWW, 2006.
23. A. Klementiev, D. Roth, and K. Small. An Unsupervised Learning Algorithm for Rank Aggregation. ECML, 2007.
24. M. Lenzerini. Data Integration: a Theoretical Perspective. PODS, 2002.
25. J. Madhavan, P. Bernstein, A. Doan, and A. Halevy. Corpus-based schema matching. In ICDE, 2005.
26. J. Madhavan, S. Jeffery, S. Cohen, X. Dong, D. Ko, C. Yu, and A. Halevy. Web-scale Data Integration: You can only afford to Pay As You Go. CIDR, 2007.
27. R. McCann, W. Shen, and A. Doan. Matching Schemas in Online Communities: A Web 2.0 Approach. Proceedings of ICDE, 2008.
28. S. Melnik, H. Garcia-Molina, and E. Rahm. Similarity Flooding: A Versatile Graph Matching Algorithm and its Application to Schema Matching. ICDE, 2002.
29. P. Mika. Microsearch: An Interface for Semantic Search. Semantic Search, 2008.
30. P. Mork, A. Rosenthal, L. Seligman, J. Korb, and K. Samuel. Integration Workbench: Integrating Schema Integration Tools. Workshop on Database Interoperability at ICDE, 2006.
31. N. Noy. Semantic Integration: A Survey of Ontology-based Approaches. SIGMOD Record, 2004.
32. E. Rahm and P. Bernstein. A Survey of Approaches to Automatic Schema Matching. VLDB Journal, 2001.
33. Y. Rubner, C. Tomasi, and L. Guibas. The Earth Mover's Distance as a Metric for Image Retrieval. International Journal of Computer Vision, 2000.
34. M. Sayyadian, Y. Lee, A. Doan, and A. Rosenthal. Tuning Schema matching Software using Synthetic Scenarios. VLDB, 2005.
35. M. Sayyadian, H. LeKhac, A. Doan, and L. Gravano. Efficient Keyword Search across Heterogeneous Relational Databases. ICDE, 2007.
36. P. Shvaiko and J. Euzenat. A Survey of Schema-Based Matching Approaches. LNCS, 2005.
37. K. Smith, P. Mork, L. Seligman, A. Rosenthal, M. Morse, D. Allen, and M. Li. The Role of Schema Metching in Large Enterprises. CIDR, 2009.
38. M. Stonebraker and J. Hellerstein. Content Integration for e-business. SIGMOD, 2001.
39. B. Tan and F. Peng. Unsupervised query segmentation using generative language models and wikipedia. WWW, 2008.
40. S. Weibel, J. Kunze, C. Lagoze, and M. Wolf. Dublin Core Metadata for Resource Discovery. Internet Engineering Task Force RFC, 1998.
41. J. Wen, J. Nie, and H. Zhang. Query clustering using user logs. ACM TOIS, 2002.