Towards a general fuzzy ontology and its construction
- 10.2991/iske.2007.167How to use a DOI?
- Fuzzy ontology, Fuzzy description logic
Most of the current fuzzy ontologies are too domain-specific and don’t support reasoning on fuzzy descriptions. By investigating the uncertainty information in the real world, we discover three widely existing general fuzzy relations. Based on such investigation and motivated by the desire to support reasoning and guide fuzzy ontology construction, we propose a reasoning-enabled general fuzzy ontology including these general fuzzy relations. To support such ontology in theory, we introduce a fuzzy description logic ef-SHIN, and define its syntax and semantics. Besides, a reference process for guiding the construction of fuzzy concept base relations in fuzzy ontology is also presented.
- © 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 - Huamao Gu AU - Hexin Lv AU - Ji Gao AU - Jinqin Shi PY - 2007/10 DA - 2007/10 TI - Towards a general fuzzy ontology and its construction BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 984 EP - 989 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.167 DO - 10.2991/iske.2007.167 ID - Gu2007/10 ER -