• DocumentCode
    3114965
  • Title

    A Network Analysis Method for Selecting Personalized Content in e-Learning Programs

  • Author

    Casillas, Luis ; Daradoumis, Thanasis ; Caballe, Santi

  • Author_Institution
    Comput. Sci. Dept., Univ. of Guadalajara, Guadalajara, Mexico
  • fYear
    2013
  • fDate
    3-5 July 2013
  • Firstpage
    407
  • Lastpage
    411
  • Abstract
    Academic programs demand a constant updating. As the reader might agree, today´s societies demand a new merge of knowledge elements. Current web-infrastructure is able to support new approaches in science development. On the one hand, due to current social, scientific and technological advances, academic programs in universities are clearly under pressure to be constantly restructured and renewed in order to provide valid and up-to-date knowledge to students. On the other hand, students obviously have different academic needs and backgrounds. So every person needs to follow a specific path in its training process. Our approach aims at proposing a well-ordered method for selecting personalized contents in e-Learning environments through the use of complex network analysis. Due to the similar nature and structure of knowledge and despite the diversity of knowledge types, the proposed method could be easily extrapolated to different academic programs and even account for some diversity in human profiles.
  • Keywords
    complex networks; computer aided instruction; network theory (graphs); Web infrastructure; academic program; complex network analysis; e-learning program; electronic learning; knowledge diversity; knowledge structure; network analysis method; personalized content selection; science development; Complex networks; Computer science; Educational institutions; Electronic learning; Ontologies; Proposals; academic knowledge; complex network analysis; knowledge discovery and management; personal learning environment; scale-free networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-0-7695-4992-7
  • Type

    conf

  • DOI
    10.1109/CISIS.2013.74
  • Filename
    6603923