Publication details

Semi-automatic Integration of Learned Ontologies into a Collaborative Framework

Authors

NOVÁČEK Vít LAERA Loredana HANDSCHUH Siegfried

Year of publication 2007
Type Article in Proceedings
Conference Proceedings of IWOD/ESWC 2007
MU Faculty or unit

Faculty of Informatics

Citation
Field Informatics
Keywords ontology evalution; dynamics; inconsistency resolution; semantic web framework
Description The paper presents a novel ontology lifecycle scenario that explicitly takes the dynamics and data-intensiveness of real world applications into account. Changing and growing knowledge is handled by semi-automatic incorporation of ontology learning results into a collaborative ontology development framework. This integration bases mainly on automatic negotiation of agreed alignments, inconsistency resolution, an ontology versioning system and support of natural language generation tools, which alleviate the end-user effort in the incorporation of new knowledge. The architecture of the respective framework and notes on its progressive implementation are presented.
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