The Community for Technology Leaders
2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA) (2017)
Taipei, Taiwan
March 27, 2017 to March 29, 2017
ISSN: 1550-445X
ISBN: 978-1-5090-6029-0
pp: 562-569
ABSTRACT
A domain ontology is an ontology that describes the fundamental knowledge of the domain, including the domain vocabulary, concepts, taxonomy, relations, properties, constraints, and axioms. The creation of a domain ontology may be done manually from scratch by domain experts or translated from existing knowledge sources. Our earlier work in [4] presented a framework on building an ontology by matching and merging existing domain ontologies. In this paper, we expand the framework to include different types of community knowledge representations in a common ontology. A common ontology is a domain ontology that is developed from community knowledge by gathering their commonality. To build a common ontology, we standardize different community data format using a schema mediation notation. We apply rule-based mapping and information extraction methodology, and we perform matching, clustering and merging, to collect common knowledge together. The evaluation shows that our proposed framework can build a valid and rich common ontology.
INDEX TERMS
Ontologies, Merging, OWL, Information retrieval, Data mining,ontology, common ontology, matching, merging
CITATION
Dhomas Hatta Fudholi, Wenny Rahayu, Eric Pardede, "CODE+: Building Common Ontology from Community Knowledge", 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), vol. 00, no. , pp. 562-569, 2017, doi:10.1109/AINA.2017.144
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