Active duplicate detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5981 LNCS, Issue PART 1, 2010, Pages 565-579

  Deng, Ke ^a   Wang, Liwei ^b   Zhou, Xiaofang ^a   Sadiq, Shazia ^a   Fung, Gabriel Pui Cheong ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b WUHAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DUPLICATE DETECTION; HIGH QUALITY; INITIAL SOLUTION; SIMILARITY THRESHOLD;

REFINING;

DATABASE SYSTEMS;

EID: 78650507730     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12026-8_43     Document Type: Conference Paper

References (18)

1. Hernandez, M., Stolfo, S.: The merge/purge problem for large databases. In: SIGMOD (1995)
2. Hernandez, M., Stolfo, S.: Real-world data is dirty: data cleansing and the merge/purge problem for large databases. Data mining and knowledge discovery 2(1), 9-37 (1998) (Pubitemid 128696797)
3. Sarawagi, S., Bhamidipaty, A.: Interactive deduplication using axtive learning. In: SIGKDD (2002)
4. Wang, Y., Madnick, S.: The inter-database instance identification problem in integrating autonomous systems. In: ICDE (1989)
5. Benjelloun, O., Garcia-Molina, H., Menestrina, D., Su, Q., Whang, S.E., Widom, J.: Swoosh: A generic approach to entity resolution. The VLDB Journal (2008)
6. Newcombe, H.: Record linking: The design of efficient systems for linking records into individual and family histories. Am. J. Human Genetics 19(3), 335-359 (1967)
7. Tepping, B.: A model for optimum linkage of records. J. Am. Statistical Assoc. 63(324), 1321-1332 (1968)
8. Felligi, I., Sunter, A.: A theory for record linkage. Journal of the Amercian Statistical Society 64, 1183-1210 (1969)
9. Newcombe, H.: Handbook of Record Linkage. Oxford Univ. Press, Oxford (1988)
10. Monge, A., Elkan, C.: An efficient domain independent algorithm for detecting approacimatly duplicate database records. In: SIGKDD (1997)
11. Bilenko, M., Mooney, R.: Adaptive duplicate detection using learnable string similarity measures. In: SIGKDD (2003)
12. Cohen, W., Richman, J.: Learing to match and cluster large hihg-dimensional data sets for data integration. In: SIGKDD (2002)
13. Chaudhuri, S., Ganti, V., Motwani, R.: Robust identification of fuzzy duplicates. In: ICDE (2005)
14. Elmagarmid, A.K., Ipeirotis, P.G., Verykios, V.S.: Duplicate record detection: A survey. TKDE 19(1), 1-16 (2007)
15. Winkler, W.: Data cleaning methods. In: SIGMOD workshop on data cleaning, record linkage, and object identification (2003)
16. Tejada, S., Knoblosk, C., Minton, S.: Learing domain-independent string trandformation weights for high accuracy object identification. In: SIGKDD (2002)
17. Jain, A., Dubes, R.: Algorithms for clustering data. Prentice Hall, Englewood Cliffs (1988)
18. Chaudhuri, S., Sarma, A.D., Ganti, V., Kaushik, R.: Leveraging aggregate constraints for deduplication. In: SIGMOD (2007)