• DocumentCode
    3714733
  • Title

    Business intelligence applied to learning analytics in student-centered learning processes

  • Author

    Guido Riofrio;Eduardo Encalada;Daniel Guam?n;Jose Aguilar

  • Author_Institution
    Universidad T?cnica Particular de Loja, Loja, Ecuador
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    10
  • Abstract
    This work aims to evaluate the use of Learning Analitycs (LA) in Higher Education; students, and attributes such as: profile, interactions in a virtual learning environment learning - for this use business intelligence paradigm in order to explore and exploit the data from one of the actors in the educational process is analyzed, test scores, among others, which will contribute to their educational success. In particular, this paper tries to answer the following specific objectives: To identify factors that influence the decision of a college student distance learning to abandon their studies and get the profile of potentially susceptible students from their university studies. To meet this purpose we define two analysis tasks learning and use a business intelligence methodology to implement it.
  • Keywords
    "Bismuth","Business","Software","Visualization","Load modeling","Education","Object recognition"
  • Publisher
    ieee
  • Conference_Titel
    Computing Conference (CLEI), 2015 Latin American
  • Type

    conf

  • DOI
    10.1109/CLEI.2015.7360045
  • Filename
    7360045