An Approach of Semantic Similarity Measure between Ontology Concepts Based on Multi Expression Programming

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@InProceedings{Xia:2009:WISA,
  author =       "Shixiong Xia and Zuhui Hu and Qiang Niu",
  title =        "An Approach of Semantic Similarity Measure between
                 Ontology Concepts Based on Multi Expression
                 Programming",
  booktitle =    "Sixth Web Information Systems and Applications
                 Conference, WISA 2009",
  year =         "2009",
  month =        "18-20 " # sep,
  pages =        "184--188",
  abstract =     "To improve accuracy of semantic similarity measure
                 between ontology concepts, four main factors that
                 impact on semantic similarity measure is taken into
                 account. They are semantic distance, semantic depth,
                 semantic coincidence and semantic density. Firstly,
                 they were preprocessed to obtain four basic methods for
                 calculating semantic similarity. And then Multi
                 Expression Programming algorithm was adopted to combine
                 and optimise the four basic methods. Thus, an approach
                 of semantic similarity measure between ontology
                 concepts based on Multi Expression Programming is
                 proposed. At last, the approach is tested using dataset
                 extracted from WordNet. The experiment result shows
                 that the approach can be able to exclude the influence
                 of non-key factor and enhance accuracy of semantic
                 similarity measure.",
  keywords =     "genetic algorithms, genetic programming,
                 multiexpression programming, ontology concepts,
                 semantic coincidence, semantic density, semantic depth,
                 semantic distance, semantic similarity measure,
                 mathematical programming, ontologies (artificial
                 intelligence)",
  DOI =          "doi:10.1109/WISA.2009.34",
  notes =        "Sch. of Comput. Sci. & Technol., China Univ. of Min. &
                 Technol., Xuzhou, China Also known as \cite{5368079}",
}

Genetic Programming entries for Shixiong Xia Zuhui Hu Qiang Niu

Citations