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» Conditional Functional Dependencies for Data Cleaning
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CORR
2010
Springer
147views Education» more  CORR 2010»
13 years 2 months ago
Matching Dependencies with Arbitrary Attribute Values: Semantics, Query Answering and Integrity Constraints
Matching dependencies (MDs) are used to declaratively specify the identification (or matching) of certain attribute values in pairs of database tuples when some similarity conditi...
Jaffer Gardezi, Leopoldo E. Bertossi, Iluju Kiring...
SIGMOD
2011
ACM
205views Database» more  SIGMOD 2011»
12 years 8 months ago
Interaction between record matching and data repairing
Central to a data cleaning system are record matching and data repairing. Matching aims to identify tuples that refer to the same real-world object, and repairing is to make a dat...
Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Weny...
VLDB
2007
ACM
104views Database» more  VLDB 2007»
14 years 5 months ago
Extending Dependencies with Conditions
This paper introduces a class of conditional inclusion dependencies (CINDs), which extends traditional inclusion dependencies (INDs) by enforcing bindings of semantically related ...
Loreto Bravo, Wenfei Fan, Shuai Ma
TODS
2008
111views more  TODS 2008»
13 years 5 months ago
Conditional functional dependencies for capturing data inconsistencies
Wenfei Fan, Floris Geerts, Xibei Jia, Anastasios K...
SIGMOD
2010
ACM
211views Database» more  SIGMOD 2010»
13 years 10 months ago
ERACER: a database approach for statistical inference and data cleaning
Real-world databases often contain syntactic and semantic errors, in spite of integrity constraints and other safety measures incorporated into modern DBMSs. We present ERACER, an...
Chris Mayfield, Jennifer Neville, Sunil Prabhakar