Query-Driven approach to entity resolution

Proceedings of the VLDB Endowment

Volumn 6, Issue 14, 2013, Pages 1846-1857

  Altwaijry, Hotham ^a   Kalashnikov, Dmitri V ^a   Mehrotra, Sharad ^a  

^a Irvine   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA CLEANING; EMPIRICAL EVALUATIONS; ENTITY RESOLUTIONS; QUERY-DRIVEN APPROACH; TRADITIONAL TECHNIQUES; USER QUERY;

QUERY PROCESSING;

EID: 84891096108     PISSN: None     EISSN: 21508097     Source Type: Journal    
DOI: 10.14778/2556549.2556567     Document Type: Article

References (29)

1. http://ics.uci.edu/~haltwaij/QDA.pdf.
2. http://sherlock.ics.uci.edu.
3. http://cs.ucla.edu/~palsberg/h-number.html.
4. R. Ananthakrishna, S. Chaudhuri, and V. Ganti. Eliminating fuzzy duplicates in data warehouses. In VLDB, pp. 586-597, 2002.
5. O. Benjelloun, H. Garcia-Molina, D. Menestrina, Q. Su, S. E. Whang, and J. Widom. Swoosh: a generic approach to entity resolution. VLDB J., pp. 255-276, 2008.
6. I. Bhattacharya and L. Getoor. Query-time entity resolution. JAIR, pp. 621-657, 2007.
7. M. Bilenko, S. Basil, and M. Sahami. Adaptive product normalization: Using online learning for record linkage in comparison shopping. In DMKD, pp. 8-pp, 2005.
8. S. Chen, D. V. Kalashnikov, and S. Mehrotra. Adaptive graph- ical approach to entity resolution. In JCDL, pp. 204-213, 2007.
9. Z. Chen, D. V. Kalashnikov, and S. Mehrotra. Exploiting context analysis for combining multiple entity resolution systems. In SIGMOD, pp. 207-218, 2009.
10. W. W. Cohen, P. Ravikumar, S. E. Fienberg, et al. A comparison of string distance metrics for name-matching tasks. In IIWeb, pp. 73-78, 2003.
11. X. Dong, A. Halevy, and J. Madhavan. Reference reconciliation in complex information spaces. In SIGMOD, pp. 85-96, 2005.
12. E. Elmacioglu, M.-Y. Kan, D. Lee, and Y. Zhang. Web based linkage. In WIDM, pp. 121-128, 2007.
13. A. Elmagarmid, P. Ipeirotis, and V. Verykios. Duplicate record detection: A survey. In KDE, pp. 1-16, 2007.
14. W. Fan, X. Jia, J. Lo, and S. Ma. Reasoning about record matching rules. In VLDB, pp. 407-418, 2009.
15. I. P. Fellegi and A. B. Sunter. A theory for record linkage. In JASA, pp. 1183-1210, 1969.
16. M. Hernandez and S. Stolfo. The merge/purge problem for large databases. In SIGMOD, pp. 127-138, 1995.
17. T. Herzog, F. Scheuren, and W. Winkler. Data quality and record linkage techniques. In Springer Verlag, 2007.
18. E. Ioannou, W. Nejdl, C. Niederée, and Y. Velegrakis. On-the-y entity-aware query processing in the presence of linkage. In VLDB End., pp. 429-438, 2010.
19. M. Jaro. Advances in record-linkage methodology as applied to matching the 1985 census of tampa, orida. In JASA, pp. 414-420, 1989.
20. D. V. Kalashnikov and S. Mehrotra. Domain-independent data cleaning via analysis of entity-relationship graph. In TODS, pp. 716-767, 2006.
21. P. Kanani, A. McCallum, and C. Pal. Improving author coreference by resource-bounded information gathering from the web. In IJCAI, pp. 429-434, 2007.
22. A. K. McCallum, K. Nigam, and L. Ungar. Efficient clustering of high-dimensional data sets with application to reference matching. In SIGKDD, pp. 169-178, 2000.
23. H. Newcombe, J. Kennedy, S. Axford, and A. James. Automatic linkage of vital records. In Science, 1959.
24. R. Nuray-Turan, D. V. Kalashnikov, and S. Mehrotra. Exploiting web querying for web people search. TODS, pp. 7-pp, 2012.
25. Y. Sismanis, L. Wang, A. Fuxman, P. J. Haas, and B. Reinwald. Resolution-aware query answering for business intelligence. In ICDE, pp. 976-987, 2009.
26. W. Su, J. Wang, and F. H. Lochovsky. Record matching over query results from multiple web databases. In KDE, pp. 578-589, 2010.
27. S. E. Whang and H. Garcia-Molina. Entity resolution with evolving rules. In PVLDB, pp. 1326-1337, 2010.
28. M. Yakout, A. K. Elmagarmid, H. Elmelegy, M. Ouzzani, and A. Qi. Behavior based record linkage. In VLDB, pp. 439-448, 2010.
29. L. Zhang, D. V. Kalashnikov, and S. Mehrotra. A unified framework for context assisted face clustering. In ICMR, pp. 9-16, 2013.