Conference
Continuous Data Cleaning
Abstract
In declarative data cleaning, data semantics are encoded as constraints and errors arise when the data violates the constraints. Various forms of statistical and logical inference can be used to reason about and repair inconsistencies (errors) in data. Recently, unified approaches that repair both errors in data and errors in semantics (the constraints) have been proposed. However, both data-only approaches and unified approaches are by and …
Authors
Volkovs M; Chiang F; Szlichta J; Miller RJ
Pagination
pp. 244-255
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
March 1, 2014
DOI
10.1109/icde.2014.6816655
Name of conference
2014 IEEE 30th International Conference on Data Engineering