μBE: User guided source selection and schema mediation for internet scale data integration

Proceedings - International Conference on Data Engineering

Volumn , Issue , 2007, Pages 186-195

  Aboulnaga, Ashraf ^a   El Gebaly, Kareem ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

INTERNET; ITERATIVE METHODS; OPTIMIZATION; PROBLEM SOLVING;

DATA INTEGRATION; DATA SOURCES; MEDIATED SCHEMA;

DATA ACQUISITION;

EID: 34548731868     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2007.367864     Document Type: Conference Paper

References (19)

1. The UIUC Web integration repository. Computer Science Department, University of Illinois at Urbana-Champaign. http://metaquerier.cs.ui.uc.edu/ reposi.tory, 2003.
2. A. Aboulnaga, K. El Gebaly, and. D. Wong. μBE: User guided source selection and schema mediation for internet scale data integration (Demonstration). In Proc. IEEE Int. Conf. on Data Engineering, 2007.
3. D. Beneventano, S. Bergamaschi, F. Guerra, and M. Vincini. Synthesizing an integrated ontology. IEEE Internet Computing, 7(5), 2003.
4. K. C.-C. Chang, B. He, C. Li, M. Patel, and Z. Zhang. Structured databases on the Web: Observations and implications. SIGMOD Record, 33(3), 2004.
5. K. C.-C. Chang, B. He, and Z. Zhang. Toward, large scale integration: Building a MetaQuerier over databases on the Web. In Proc. Biennial Conf. on Innovative Data Systems Research (CIDR), 2005.
6. W. W. Cohen, P. Ravikumar, and S. E. Fienberg. A comparison of string distance metrics for name-matching tasks. In Proc. IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03),2003.
7. R. Dhamankar, Y. Lee, A. Doan, A. Halevy, and P. Domingos. iMAP: Discovering complex semantic matches between database schemas. In Proc. ACM SIGMOD Int. Conf. on Management of Data, 2004.
8. A. Doan, P. Domingos, and A. Halevy. Learning to match the schemas of data sources: A multistrategy approach. Machine Learning, 50(3), 2003.
9. P. Flajolet and G. N. Martin. Probabilistic counting algorithms for data base applications. Journal of Computer and System Sciences, 31(2), 1985.
10. M. Franklin, A. Halevy, and D. Maier. From, databases to dataspaces: A new abstraction for information management. SIGMOD Record, 34(4), 2005.
11. F. Glover and M. Laguna. Tabu Search. Kluwer Academic Publishers, 1997.
12. A. Halevy, M. Franklin, and D. Maier. Principles of dataspace systems. In Proc. ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS), 2006.
13. B. He, K. C.-C. Chang, and J. Han. Discovering complex matchings across Web query interfaces: A correlation mining approach. In Proc. ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, 2004.
14. J. Madhavan, P. A. Bernstein, A. Doan, and A. Halevy. Corpus-based schema matching. In Proc. IEEE Int. Conf. on Data Engineering, 2005.
15. J. Madhavan, P. A. Bernstein, and E. Rahm. Generic schema matching with Cupid. In Proc. Int. Conf. on Very Large Data Bases, 2001.
16. S. Melnik, H. Garcia-Molina, and E. Rahm. Similarity flooding: A versatile graph matching algorithm and its application to schema matching. In Proc. IEEE Int. Conf. on Data Engineering, 2002.
17. F. Naumann, J. C Freytag, and M. Spiliopoulou. Qualitydriven source selection using Data Envelopment Analysis. In Proc. Int. Conf. on Information Quality (IQ), 1998.
18. E. Rahm and P. A. Bernstein. A survey of approaches to automatic schema matching. The VLDB Journal, 10(4), 2001.
19. W. Wu, C. T. Yu, A. Doan, and W. Meng. An interactive clustering-based approach to integrating source query interfaces on the Deep Web. In Proc. ACM SIGMOD Int. Conf. on Management of Data, 2004.