• DocumentCode
    2306082
  • 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
  • Volume
    1
  • fYear
    2012
  • fDate
    15-17 July 2012
  • Firstpage
    107
  • Lastpage
    111
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
  • Conference_Location
    Xian
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4673-1484-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2012.6358895
  • Filename
    6358895
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2306082