• DocumentCode
    3734303
  • Title

    Use of analytics to improve student behavior and performance in an online course implementation

  • Author

    Clariz Thea M. Cacatian;Marc Rhett C. Francisco;Arah Jodelle T. Jamandra;Katherine Joy C. Manabat;Jaime D.L. Caro

  • Author_Institution
    Department of Computer Science, University of the Philippines-Diliman, Quezon City, Philippines
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper discusses the usage of learning analytics as a tool to enhance teaching methods. To achieve this, we will provide visual representations on the different teaching methods used and their relation to the performance of the students. We will also show possible relationships between the learning analytics and the student behavior and performance in the course, and the importance of data analytics in open online course implementations. In addition, the methods applied are explained. The system is implemented and run on existing data sets from MITx and HarvardX.
  • Keywords
    "Education","Data analysis","Computer architecture","Analytical models","Computational modeling","Monitoring","Collaboration"
  • Publisher
    ieee
  • Conference_Titel
    Information, Intelligence, Systems and Applications (IISA), 2015 6th International Conference on
  • Type

    conf

  • DOI
    10.1109/IISA.2015.7388117
  • Filename
    7388117