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