Fuzzy Ontology Model for Knowledge Management
- 10.2991/iske.2007.60How to use a DOI?
- Ontology, Fuzzy ontology, Fuzzy system, Knowledge management
Ontology is the basis of sharing and reusing knowledge on the semantic web. The fuzzy ontology is an extension of the domain ontology for solving the uncertainty problems. Current fuzzy ontology models do not focus on essential semantic relationships between fuzzy concepts, which lead difficulty in ontology integrating. To represent formally the fuzzy knowledge, this paper proposes a series of fuzzy ontology models that consists of fuzzy domain ontology and fuzzy linguistic variable ontologies, considering semantic relationships of concepts, including set relation, order relation and equivalence relation. Application of the fuzzy ontology to transportation knowledge modeling shows that this research facilitates the knowledge share and reuse for fuzzy systems on the semantic web.
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Jun Zhai PY - 2007/10 DA - 2007/10 TI - Fuzzy Ontology Model for Knowledge Management BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 359 EP - 363 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.60 DO - 10.2991/iske.2007.60 ID - Zhai2007/10 ER -