• DocumentCode
    2495795
  • Title

    Enhanced recommendations for e-Learning authoring tools based on a proactive context-aware recommender

  • Author

    Gallego, Daniel ; Barra, E. ; Gordillo, Aldo ; Huecas, Gabriel

  • Author_Institution
    Escuela Tec. Super. de Ing. de Telecomun., Univ. Politec. de Madrid, Madrid, Spain
  • fYear
    2013
  • fDate
    23-26 Oct. 2013
  • Firstpage
    1393
  • Lastpage
    1395
  • Abstract
    Authoring tools are powerful systems in the area of e-Learning that make easier for teachers to create new learning objects by reusing or editing existing educational resources coming from learning repositories or content providers. However, due to the overwhelming number of resources these tools can access, sometimes it is difficult for teachers to find the most suitable resources taking into account their needs in terms of content (e.g. topic) or pedagogical aspects (e.g. target level associated to their students). Recommender systems can take an important role trying to mitigate this problem. In this paper we propose a new model to generate proactive context-aware recommendations on resources during the creation process of a new learning object that a teacher carries out by using an authoring tool. The common use cases covered by the model for having recommendations in online authoring tools and details about the recommender model itself are presented.
  • Keywords
    computer aided instruction; recommender systems; ubiquitous computing; context-aware recommender system; e-learning authoring tools; educational resources; learning objects; learning repositories; online authoring tools; Adaptation models; Computers; Conferences; Context; Context modeling; Electronic learning; Recommender systems; Authoring tools; Context-awareness; Learning objects; Proactivity; Recommender systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontiers in Education Conference, 2013 IEEE
  • Conference_Location
    Oklahoma City, OK
  • ISSN
    0190-5848
  • Type

    conf

  • DOI
    10.1109/FIE.2013.6685060
  • Filename
    6685060