NADEEF: A generalized data cleaning system

Proceedings of the VLDB Endowment

Volumn 6, Issue 12, 2013, Pages 1218-1221

  Ebaid, Amr ^a,b   Elmagarmid, Ahmed ^a   Ilyas, Ihab F ^a   Ouzzani, Mourad ^a   Quiane Ruiz, Jorge Arnulfo ^a   Tang, Nan ^a   Yin, Si ^a  

^a QATAR COMPUTING RESEARCH INSTITUTE   (Qatar)

^b PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

METADATA;

CORE ALGORITHMS; DATA CLEANING; DATA ERRORS; DATA QUALITY; METADATA MANAGEMENT; PRE-DEFINED CLASS; PROGRAMMING INTERFACE; WRITING CODES;

CLEANING;

EID: 84891121005     PISSN: None     EISSN: 21508097     Source Type: Journal    
DOI: 10.14778/2536274.2536280     Document Type: Article

References (9)

1. P. Bohannon, W. Fan, M. Flaster, and R. Rastogi. A cost-based model and effective heuristic for repairing constraints by value modification. In SIGMOD, 2005.
2. X. Chu, P. Papotti, and I. Ilyas. Holistic data cleaning: Put violations into context. In ICDE, 2013.
3. Experian QAS Inc. http://www.qas.com/
4. W. Fan, J. Li, S. Ma, N. Tang, and W. Yu. Interaction between record matching and data repairing. In SIGMOD, 2011.
5. W. Fan, J. Li, S. Ma, N. Tang, and W. Yu. Towards certain fixes with editing rules and master data. VLDB J., 21(2), 2012.
6. Michele Dallachiesa, Amr Ebaid, Ahmed Eldawy, Ahmed Elmagarmid, Ihab F. Ilyas, Mourad Ouzzani, and Nan Tang. NADEEF: a commodity data cleaning system. In SIGMOD, 2013.
7. V. Raman and J. M. Hellerstein. Potter's Wheel: An interactive data cleaning system. In VLDB, 2001.
8. N. Swartz. Gartner warns firms of 'dirty data'. Information Management Journal, 41(3), 2007.
9. M. Yakout, A. K. Elmagarmid, J. Neville, M. Ouzzani, and I. F. Ilyas. Guided data repair. PVLDB, 4(5), 2011.