• DocumentCode
    2085282
  • Title

    A Repository with Semantic Organization for Educational Content

  • Author

    Figueira, Álvaro Pedro de Barros Borges Reis

  • Author_Institution
    Dep. Cienc. de Comput., U.PORTO, Porto
  • fYear
    2008
  • fDate
    1-5 July 2008
  • Firstpage
    114
  • Lastpage
    116
  • Abstract
    Learning objects are not a new concept, being currently produced either according to existent specifications, or in an ad hoc way. However, a system that can easily classify them for automatic storage is still missing. In this article we propose a repository of learning objects which is capable of automatic classification and categorization based on a semantic organization. The classification is based on a text extraction mechanism which then uses text mining methods. We present a methodology for the initial clustering of objects, and a technique for maintaining the organization with continuous arrival of new objects.
  • Keywords
    computer aided instruction; data mining; automatic categorization; automatic classification; automatic storage; educational content; repository; semantic organization; text extraction mechanism; text mining methods; Automobiles; Costs; Educational technology; Electronic learning; Humans; Organizing; Silver; Storage automation; Stress; Text mining; Repository; learning objects; semantic organization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies, 2008. ICALT '08. Eighth IEEE International Conference on
  • Conference_Location
    Santander, Cantabria
  • Print_ISBN
    978-0-7695-3167-0
  • Type

    conf

  • DOI
    10.1109/ICALT.2008.60
  • Filename
    4561641