Title :
Multi-prototype based semantic similarity of concepts in ontology
Author :
Chen, Jian ; Cai, Yi ; Liu, Yu ; Li, Jingkai ; Xu, Xuemiao ; Min, Huaqing
Author_Institution :
Shenzhen Polytech., Shenzhen, China
Abstract :
In this paper, we propose a new measure of semantic similarity based on multi-prototype concepts. Our proposed concept semantic similarity is based on the prototype view in cognitive psychology, and it can measure the semantic similarity between two concepts in a way which is approaching human cognition. It provides a novel way to measure semantic similarity based on prototypes in concepts and provides a new perspective in semantic similarity measure.
Keywords :
cognition; ontologies (artificial intelligence); psychology; semantic Web; cognitive psychology; human cognition; multiprototype based semantic similarity; ontology; semantic Web; Abstracts; Mathematics; Ontologies; Semantics;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6358895