• DocumentCode
    615297
  • Title

    A recommender system for educational resources in specific learning contexts

  • Author

    Rifon, Luis E. Anido ; Canas Rodriguez, Agustin ; Roris, Victor M. Alonso ; Gago, Juan M. Santos ; Iglesias, Manuel J. Fernandez

  • Author_Institution
    Telematic Syst. Eng. Group, Univ. de Vigo, Vigo, Spain
  • fYear
    2013
  • fDate
    26-28 April 2013
  • Firstpage
    371
  • Lastpage
    376
  • Abstract
    This paper presents the algorithms that drive the behaviour of a recommendation system for educational resources in specific learning contexts. The criteria taken into account to provide these recommendations is not based on the preferences or previous behaviour of an individual (personalization). Instead of that, we need to consider the particular characteristics of a learning context: subject, language, tools available, age range, etc. We present three different multi-criteria recommendation algorithms depending upon the type of resource to be recommended: tools, events and contributors (experts, parents and other external potential contributors to a learning activity). These algorithms have been designed as a joint effort between technical and pedagogical experts within a large European project: innovative Technologies for an Engaging Classroom (iTEC).
  • Keywords
    educational technology; recommender systems; European project; educational resources; individual behaviour; innovative technologies for an engaging classroom; multicriteria recommendation algorithms; recommender system; specific learning contexts; Collaboration; Computers; Context; Context modeling; Europe; Organizations; Learning resources; Multi-criteria analysis; Recommender systems; Semantic technologies;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2013 8th International Conference on
  • Conference_Location
    Colombo
  • Print_ISBN
    978-1-4673-4464-7
  • Type

    conf

  • DOI
    10.1109/ICCSE.2013.6553940
  • Filename
    6553940