• DocumentCode
    3734199
  • Title

    A learning analytics tool for supporting teacher decision

  • Author

    Maria Virvou;Efthimios Alepis;Sotirios-Christos Sidiropoulos

  • Author_Institution
    Department of Informatics, University of Piraeus, Piraeus, Greece
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    E-learning systems nowadays face the challenge of keeping up with a diverse set of users with different learning needs and abilities. In order to provide better insights to the teacher we must develop more efficient tutoring systems that can process the large amount of data generated from the student interaction with the system. So far traditional analysis took into consideration structured data to provide feedback to the tutor. Data analytics, by examining patterns and correlations, try to transform data in a way that can be used for decision making. Similarly learning analytics analyze educational data obtained from student interaction with the system. Learning analytics can be of great benefit to Intelligent Tutoring Systems (ITSs). In this paper we propose an analytics tool that gathers information from the student interaction with the system and feeds them to a search engine in order to provide better insights to the tutor.
  • Keywords
    "Context","Analytical models","Libraries","Data models","Electronic learning","Computers"
  • Publisher
    ieee
  • Conference_Titel
    Information, Intelligence, Systems and Applications (IISA), 2015 6th International Conference on
  • Type

    conf

  • DOI
    10.1109/IISA.2015.7388012
  • Filename
    7388012