Automating competence management through non-standard reasoning
Engineering Applications of Artificial Intelligence（2011）
摘要
Competence management calls for automated knowledge-based services in order to take full advantage from the know-how of a company. This paper presents an integrated semantic-based knowledge management system providing decision support services for several activities typical of competence management, including core competence evaluation, human resources allocation, training programs planning. Knowledge resources are represented according to the formalism of Description Logics, which also allows for inference services crucial for the implemented solutions. We present the various features of our approach, which exploit advanced non-standard reasoning services from Description Logics, specifically developed to support knowledge management.
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关键词
decision support service,competence management,automated knowledge-based service,knowledge management,non-standard reasoning,core competence evaluation,knowledge resource,integrated semantic-based knowledge management,ontologies,competence management call,description logics,human resources allocation,automating competence management,core competence,knowledge base,core competencies,decision support,description logic,human resource,knowledge management system
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