Pass-Join: A partitionbased method for similarity joins

Proceedings of the VLDB Endowment

Volumn 5, Issue 3, 2011, Pages 253-264

  Li, Guoliang ^a   Deng, Dong ^a   Wang, Jiannan ^a   Feng, Jianhua ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE COMMUNITY; EDIT DISTANCE; INVERTED INDICES; PRUNING TECHNIQUES; REAL DATA SETS; SIMILARITY JOIN; STATE-OF-THE-ART METHODS; STRING SIMILARITY;

EID: 84862671407     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2078331.2078340     Document Type: Article

References (26)

1. S. Agrawal, K. Chakrabarti, S. Chaudhuri, and V. Ganti. Scalable ad-hoc entity extraction from text collections. PVLDB, 1(1):945-957, 2008.
2. A. Arasu, V. Ganti, and R. Kaushik. Efficient exact set-similarity joins. In VLDB, pages 918-929, 2006.
3. R. J. Bayardo, Y. Ma, and R. Srikant. Scaling up all pairs similarity search. In WWW, pages 131-140, 2007.
4. K. Chakrabarti, S. Chaudhuri, V. Ganti, and D. Xin. An efficient filter for approximate membership checking. In SIGMOD Conference, pages 805-818, 2008.
5. S. Chaudhuri, K. Ganjam, V. Ganti, and R. Motwani. Robust and efficient fuzzy match for online data cleaning. In SIGMOD Conference, pages 313-324, 2003.
6. S. Chaudhuri, V. Ganti, and R. Kaushik. A primitive operator for similarity joins in data cleaning. In ICDE, pages 5-16, 2006.
7. L. Gravano, P. G. Ipeirotis, H. V. Jagadish, N. Koudas, S. Muthukrishnan, and D. Srivastava. Approximate string joins in a database (almost) for free. In VLDB, pages 491-500, 2001.
8. M. Hadjieleftheriou, A. Chandel, N. Koudas, and D. Srivastava. Fast indexes and algorithms for set similarity selection queries. In ICDE, pages 267-276, 2008.
9. M. Hadjieleftheriou, N. Koudas, and D. Srivastava. Incremental maintenance of length normalized indexes for approximate string matching. In SIGMOD Conference, pages 429-440, 2009.
10. M. Hadjieleftheriou, X. Yu, N. Koudas, and D. Srivastava. Hashed samples: selectivity estimators for set similarity selection queries. PVLDB, 1(1):201-212, 2008.
11. E. H. Jacox and H. Samet. Metric space similarity joins. ACM Trans. Database Syst., 33(2), 2008.
12. H. Lee, R. T. Ng, and K. Shim. Extending q-grams to estimate selectivity of string matching with low edit distance. In VLDB, pages 195-206, 2007.
13. H. Lee, R. T. Ng, and K. Shim. Power-law based estimation of set similarity join size. PVLDB, 2(1):658-669, 2009.
14. C. Li, J. Lu, and Y. Lu. Efficient merging and filtering algorithms for approximate string searches. In ICDE, 2008.
15. G. Li, D. Deng, and J. Feng. Faerie: efficient filtering algorithms for approximate dictionary-based entity extraction. In SIGMOD Conference, pages 529-540, 2011.
16. G. Li, D. Deng, J. Wang, and J. Feng. Pass-join: A partition-based method for similarity joins. Technical Report, 2011. http://dbgroup.cs.tsinghua.edu.cn/tr/passjoin-tr.pdf.
17. G. Navarro. A guided tour to approximate string matching. ACM Comput. Surv., 33(1):31-88, 2001.
18. S. Sarawagi and A. Kirpal. Efficient set joins on similarity predicates. In SIGMOD Conference, pages 743-754, 2004.
19. R. Vernica, M. J. Carey, and C. Li. Efficient parallel set-similarity joins using mapreduce. In SIGMOD, 2010.
20. J. Wang, G. Li, and J. Feng. Trie-join: Efficient trie-based string similarity joins with edit-distance constraints. PVLDB, 3(1):1219-1230, 2010.
21. J. Wang, G. Li, and J. Feng. Fast-join: An efficient method for fuzzy token matching based string similarity join. In ICDE, pages 458-469, 2011.
22. W. Wang, C. Xiao, X. Lin, and C. Zhang. Efficient approximate entity extraction with edit distance constraints. In SIGMOD Conference, 2009.
23. C. Xiao, W. Wang, and X. Lin. Ed-join: an efficient algorithm for similarity joins with edit distance constraints. PVLDB, 1(1):933-944, 2008.
24. C. Xiao, W. Wang, X. Lin, and H. Shang. Top-k set similarity joins. In ICDE, pages 916-927, 2009.
25. C. Xiao, W. Wang, X. Lin, and J. X. Yu. Efficient similarity joins for near duplicate detection. In WWW, 2008.
26. Z. Zhang, M. Hadjieleftheriou, B. C. Ooi, and D. Srivastava. Bed-tree: an all-purpose index structure for string similarity search based on edit distance. In SIGMOD, 2010.