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文章基本信息

  • 标题:Semantic-based Approach to Task Assignment of Individual Profiles
  • 本地全文:下载
  • 作者:S. Colucci ; T. Di Noia ; E. Di Sciascio
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2004
  • 卷号:10
  • 期号:6
  • 页码:723-730
  • DOI:10.3217/jucs-010-06-0723
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:This paper is focused on the problem of skill matching in an organizational context. We endow the classical weighted bipartite graph approach with a semantic based assignment of arcs weight and we describe a skill matching system implementing the approach. The system takes curricula and project specifications as inputs and extracts from them individual profiles respectively offered and requested, according to an ontology modeling skill management context. The suitability of each available individual to each task to assign is evaluated based on an algorithm whose returned scores are used as arc weights. As a result the semantics of profile descriptions is taken into account in the assignment process.
  • 关键词:Description Logics, knowledge elicitation, skill matching
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