Abstract
Semantic incompatibility is a conflict that occurs in the meanings of data. In this paper, we propose an approach for data cleaning by resolving semantic incompatibility. Our approach applies a dynamic and incremental enhancement of data quality. It checks the coherency/conflict of the newly recorded facts/relations against the existing ones. It reasons over the existing information and comes up with new discovered facts/relations. We choose maritime data cleaning as a validation scenario.
Original language | English |
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Title of host publication | Proceedings of the 5th DEXA Workshop on Information Systems for Situation Awareness and Situation Management (ISSASiM 2015) |
Place of Publication | USA |
Publisher | IEEE Computer Society |
Pages | 147-151 |
Number of pages | 5 |
ISBN (Print) | 978-1-4673-7581-8 |
DOIs | |
Publication status | Published - Sep 2015 |
Event | 5th DEXA Workshop on Information Systems for Situation Awareness and Situation Management, ISSASiM 2015 - Valencia, Spain Duration: 1 Sep 2015 → 4 Sep 2015 |
Workshop
Workshop | 5th DEXA Workshop on Information Systems for Situation Awareness and Situation Management, ISSASiM 2015 |
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Period | 1/09/15 → 4/09/15 |
Other | 1-4 September 2015 |
Keywords
- EWI-26003
- METIS-312597
- IR-96448