Christian Meilicke
 

Researcher

A5, 6 Room B142
Tel.: +49 621 181 2484

christian (at) informatik.uni-mannheim.de


Research topics

My research is concerned with the problem of Ontology Matching. Ontology Matching (sometimes also refered to as Ontology Alignment) is about finding correspondences between elements (e.g. concepts or roles) of two ontologies covering the same or a similar domain. The matching process can be divided into two steps: First, a set of matching hypotheses is generated. Then, a subset of these hypotheses is chosen as final alignment. In my work I focus on several problems related to the second step. In particular, I suggest the use of logical reasoning to ensure the consistency of the final alignment.

If you are interested in this approach, I suggest to read the paper "Applying Logical Constraints to Ontology Matching" which focusses on theoretical foundations as well as the paper "Analyzing Mapping Extraction Approaches" comparing different approaches discussing some experimental results on realistic matching problems.


Publications

Articles:
1.   Christian Meilicke, Heiner Stuckenschmidt and Andrei Tamilin. Reasoning Support for Mapping Revision. Journal of Logic and Computation, 2008, accepted for publication.
Contributions to Conferences:
2.   Christian Meilicke, Heiner Stuckenschmidt and Andrei Tamilin. Supporting Manual Mapping Revision using Logical Reasoning. Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-08), 2008.
3.   Christian Meilicke, Johanna Völker and Heiner Stuckenschmidt. Learning Disjointness for Debugging Mappings between Lightweight Ontologies. Accepted at the 16th International Conference on Knowledge Engineering and Knowledge Management (EKAW-08), 2008, accepted.
4.   Christian Meilicke and Heiner Stuckenschmidt. Applying Logical Constraints to Ontology Matching. Proceedings of the 30th German Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence, Springer, 2007, 4667, 99-113.
5.   Christian Meilicke, Heiner Stuckenschmidt and Andrei Tamilin. Repairing Ontology Mappings. Proceedings of the Twenty-Second Conference on Artificial Intelligence (AAAI-07), Vancouver, Canada, 2007.
Contributions to Workshops:
6.   Christian Meilicke and Heiner Stuckenschmidt. Analyzing Mapping Extraction Approaches. Proceedings of the ISWC 2007 Workshop on Ontology Matching, Busan, Korea, 2007.
7.   Jérôme Euzenat, Antoine Isaac, Christian Meilicke, Pavel Shvaiko, Heiner Stuckenschmidt, Vojtech Svátek, Willem Robert van Hage and Mikalai Yatskevich. Results of the Ontology Alignment Evaluation Initiative 2007. Proceedings of the ISWC 2007 Workshop on Ontology Matching, Busan, Korea, 2007.
8.   Christian Meilicke, Heiner Stuckenschmidt and Andrei Tamilin. Improving Automatically Created Mappings using Logical Reasoning. Proceedings of the ISWC 2006 Workshop on Ontology Matching, Athens, GA, USA, 2006.
Miscellaneous:
9.   Christian Meilicke. Reasoning about Mappings in Distributed Description Logics. Bachelor Thesis, University of Mannheim, 2006.