• DocumentCode
    264222
  • Title

    Keywords extraction for automatic indexing of e-learning resources

  • Author

    Hendez, Marwa ; Achour, H.

  • Author_Institution
    High Inst. of Manage., Univ. of Tunis, Tunis, Tunisia
  • fYear
    2014
  • fDate
    18-20 Jan. 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    With the growing use of various educational web applications such as e-Learning platforms, learning portals, learning object repositories, ... as well as the increasing setting on line of learning resources, it becomes essential to index these resources in order to facilitate their searching and retrieving. In this paper, we address the problem of automatic indexing of online educational resources and we propose an approach to help the indexing operation. This approach consists in automatically extracting a set of relevant terms describing the educational content of a resource. The proposed approach is based on the TF-IDF algorithm, the usage of a domain lexicon and exploits the structure of educational documents.
  • Keywords
    computer aided instruction; indexing; text analysis; TFIDF algorithm; automatic indexing; domain lexicon; e-learning resources; educational content; educational documents; keywords extraction; online educational resources; term frequency inverse document frequency; Conferences; Manuals; Programming profession; Standardization; automatic indexation; e-Learning; information retrieval; key words extraction; learning resources;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Applications & Research (WSCAR), 2014 World Symposium on
  • Conference_Location
    Sousse
  • Print_ISBN
    978-1-4799-2805-7
  • Type

    conf

  • DOI
    10.1109/WSCAR.2014.6916796
  • Filename
    6916796