• DocumentCode
    2303073
  • Title

    Quality metrics a quanta for retrieving learning object by clustering techniques

  • Author

    Sabitha, A.S. ; Mehrotra, Deepti ; Bansal, Ankur

  • Author_Institution
    Dept. of CS &IT, Krishna Eng. Coll., Ghaziabad, India
  • fYear
    2012
  • fDate
    16-18 May 2012
  • Firstpage
    428
  • Lastpage
    433
  • Abstract
    E-learning today has shown exponential growth as it provides the potential to provide right information to the right people at right time and place, using the right medium. The atomic unit of any e-learning environment is a Learning object, a digital entity which can be used in electronic learning environment. These learning objects are stored in repositories and are managed by Learning Management Systems. However, the exponential availability of information leads to a difficult scenario like finding a particular educational resource for a learner, based on the context or based on his/her preferences. The searching through keywords or metadata will result in display of huge quantity of information. Thus there is an earnest need to identify the techniques that can provide more efficient mechanism for information retrieval. In this paper a model is being proposed that can enhance the search and delivery of a relevant learning object to a learner using quality metrics & clustering of learning objects through Self Organising Maps.
  • Keywords
    information retrieval; pattern clustering; E-learning today; clustering technique; electronic learning environment; information retrieval; learning management system; learning object retrieving; particular educational resource; quality metrics; self organising maps; Algorithm design and analysis; Clustering algorithms; Data mining; Electronic learning; Least squares approximation; Measurement; Search problems; Clustering; K-mean; Learning Objects (LO); Quality Metrics; Recommender System; Self Organizing Map;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information and Communication Technology and it's Applications (DICTAP), 2012 Second International Conference on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-1-4673-0733-8
  • Type

    conf

  • DOI
    10.1109/DICTAP.2012.6215396
  • Filename
    6215396