Ranking for data repairs

Proceedings - International Conference on Data Engineering

Volumn , Issue , 2010, Pages 23-28

  Yakout, Mohamed ^a   Elmagarmid, Ahmed K ^a   Neville, Jennifer ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED SOLUTIONS; CRITICAL DATA; DATA QUALITY; DATA SETS; DATABASE CONSTRAINTS; DOMAIN SPECIFIC; FAST RESPONSE TIME; INTERACTIVE APPROACH; INTERACTIVE SESSION; REAL-WORLD; REPAIRING PROCESS; RESPONSE TIME; SEARCH SPACES;

DATA REDUCTION; DATABASE SYSTEMS;

REPAIR;

EID: 77952647100     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDEW.2010.5452767     Document Type: Conference Paper

References (19)

1. C. Batini and M. Scannapieco, Data Quality: Concepts, Methodologies and Techniques. Addison-Wesley.
2. L. English, "Information quality management: The next frontier," Information Management Magazine, 2000.
3. M. Arenas, L. Bertossi, and J. Chomicki, "Consistent query answers in inconsistent databases," in PODS, 1999.
4. P. Bohannon, W. Fan, M. Flaster, and R. Rastogi, "A cost-based model and effective heuristic for repairing constraints by value modification," in ACM SIGMOD, 2005.
5. R. Bruni and A. Sassano, "Errors detection and correction in large scale data collecting," in IDA, 2001.
6. J. Chomicki and J. Marcinkowski, "Minimal-change integrity maintenance using tuple deletions," in Information and Computation, 2005.
7. G. Cong, W. Fan, F. Geerts, X. Jia, and S. Ma, "Improving data quality: consistency and accuracy," in VLDB, 2007.
8. E. Franconi, A. L. Palma, N. Leone, S. Perri, and F. Scarcello, "Census data repair: a challenging application of disjunctive logic programming," in LPAR, 2001.
9. A. Lopatenko and L. Bravo, "Efficient approximation algorithms for repairing inconsistent databases," in ICDE, 2007.
10. P. Bohannon, W. Fan, F. Geerts, X. Jia, and A. Kementsietsidis, "Condi- tional functional dependencies for data cleaning," in ICDE, 2007.
11. L. Bravo, W. Fan, and S. Ma, "Extending dependencies with conditions," in VLDB, 2007.
12. A. Arasu, C. Re, and D. Suciu, "Large-scale deduplication with constraints using dedupalog," in ICDE'09, 2009.
13. S. Sarawagi and A. Bhamidipaty, "Interactive deduplication using active learning," in ACM SIGKDD, 2002.
14. M. A. Hernndez and S. J. Stolfo, "Real-world data is dirty: Data cleansing and the merge/purge problem," in Data Mining and Knowledge Discovery, 1998.
15. S. Russell and P. Norvig, Artificial Intelligence: A Modern Approach.
16. F. Chiang and R. J. Miller, "Discovering data quality rules," in VLDB, 2008.
17. W. Fan, F. Geerts, L. V. Lakshmanan, and M. Xiong, "Discovering conditional functional dependencies," in ICDE, 2009.
18. L. Golab, H. Karloff, F. Korn, D. Srivastava, and B. Yu, "Increasing the expressivity of conditional functional dependencies without extra complexity," in VLDB, 2008.
19. G. Cormode, L. Golab, F. Korn, A. McGregor, D. Srivastava, and X. Zhang, "Estimating the confidence of conditional functional dependencies," in ACM SIGMOD, 2009.