• DocumentCode
    111183
  • Title

    S-WOLF: Semantic Workplace Learning Framework

  • Author

    Gaeta, Matteo ; Loia, Vincenzo ; Orciuoli, Francesco ; Ritrovato, Pierluigi

  • Author_Institution
    Dipt. di Ing. dell´Inf., Ing. Elettr. e Mat. Appl., Univ. of Salerno, Fisciano, Italy
  • Volume
    45
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    56
  • Lastpage
    72
  • Abstract
    Workplace learning can be conceived as the set of processes related to learning and training activities at work. Typically, workplace learning includes formal, informal, and non-formal learning activities. Having a control on the whole learning process of each worker is a complex task. Indeed we have to align individual learning paths, real workers´ needs (for instance in terms of tasks or projects to accomplish), career plans, and other organizational needs to activate virtuous knowledge flows. In order to accomplish this complex task a comprehensive framework is needed. This paper provides the definition of the aforementioned framework by exploiting semantic technologies in order to model (by means of Ontologies), represent, extract, and share knowledge within organizations. Although the proposed framework allows a wide range of workplace learning experiences, it mainly focuses on informal learning, on the ways it can be sustained by exploiting organizational resources, and on the capability of linking individual and organizational learning in the context of a widely accepted knowledge flow model like socialization, externalization, composition, and internalization.
  • Keywords
    computer aided instruction; knowledge management; ontologies (artificial intelligence); organisational aspects; semantic Web; S-WOLF; informal learning activity; knowledge flow model; learning process; nonformal learning activity; ontology; organizational learning; organizational need; organizational resources; semantic technology; semantic workplace learning framework; training activity; virtuous knowledge flow; Context; Electronic learning; Employment; Ontologies; Organizations; Semantics; Training; Fuzzy formal concept analysis; linked data; semantic web; workplace learning;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics: Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2216
  • Type

    jour

  • DOI
    10.1109/TSMC.2014.2334551
  • Filename
    6866223