Design of a performance-oriented workplace e-learning system using ontology

Haiyang Jia, Minhong Wang, Weijia Ran, Stephen J.H. Yang, Jian Liao, Dickson K.W. Chiu

Research output: Contribution to journalArticlepeer-review

57 Scopus citations

Abstract

E-learning is emerging as a popular learning approach utilized by many organizations. Despite the ever increasing practices of e-learning in the workplace, most e-learning applications fail to meet learners' needs or serve organization's quests for success. Significant gaps exist between organizational interests and individual needs when they come to e-learning, which make e-learning applications less goal-effective. To solve this problem, a performance-oriented approach is presented in this study. Key performance indicators (KPIs) are set up to clarify organizational training needs, and help learners establish rational learning objectives. In addition, ontology is used for constructing formal and machine-understandable conceptualization of the performance-oriented learning environment. Using this approach, a KPI-oriented learning ontology and prototype system have been developed and evaluated to demonstrate the effectiveness of the approach.

Original languageEnglish
Pages (from-to)3372-3382
Number of pages11
JournalExpert Systems with Applications
Volume38
Issue number4
DOIs
StatePublished - Apr 2011

Keywords

  • E-learning system
  • Ontology
  • Performance
  • Workplace

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