FCA-MERGE: Bottom-Up Merging of Ontologies
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence. Pages 225-233.
Abstract
Ontologies have been established for knowledge sharing and are widely used as a means for conceptually structuring domains of interest. With the growing usage of ontologies, the problem of overlapping knowledge in a common domain becomes critical. We propose the new method FCA–M ERGE for merging ontologies following a bottom-up approach which offers a structural description of the merging process. The method is guided by application-specific instances of the given source ontologies, that are to be merged. We apply techniques from natural language processing and formal concept analysis to derive a lattice of concepts as a structural result of FCA–M ERGE . The generated result is then explored and transformed into the merged ontology with human interaction.
@inproceedings{ijcai2001p32,
title = {FCA-MERGE: Bottom-Up Merging of Ontologies},
author = {Stumme, Gerd and Maedche, Alexander},
booktitle = {Proceedings of the Seventeenth International Joint Conference on
Artificial Intelligence, {IJCAI-01}},
publisher = {International Joint Conferences on Artificial Intelligence},
pages = {225--233},
year = {2001},
url = {https://ijcai.org/proceedings/2001/32},
}
TY - CPAPER TI - FCA-MERGE: Bottom-Up Merging of Ontologies AU - Stumme, Gerd AU - Maedche, Alexander T2 - Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, IJCAI-01 PB - International Joint Conferences on Artificial Intelligence PY - 2001 SP - 225 EP - 233 UR - https://ijcai.org/proceedings/2001/32 ER -Copied
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