• DocumentCode
    3080898
  • Title

    Writing-Based Learning Analytics for Education

  • Author

    Clemens, C. ; Kumar, Vipin ; Mitchnick, Diane

  • Author_Institution
    Sch. of Comput. & Inf. Syst., Athabasca Univ., Athabasca, AB, Canada
  • fYear
    2013
  • fDate
    15-18 July 2013
  • Firstpage
    504
  • Lastpage
    505
  • Abstract
    Computer-driven analytics are becoming increasingly essential to various disciplines. Written language in particular has received a great deal of attention, and many tools now exist to gather information about compositions. This research has resulted in Internet search programs, translators, and computerized narrators. However, analytics have yet to be rigorously applied to the field of academic writing. Within this specialized area, there are many prospects for how analytics may be applied. These details, however, first require definitions of analytics and writing analytics in particular, consideration on how they may be used, and the tools available for their collection and implementation.
  • Keywords
    computer aided instruction; Internet search program; Internet translator; academic writing; computer-driven analytics; computerized narrator; writing analytics; writing-based learning analytics; Computers; Conferences; Educational institutions; Grammar; Measurement; Natural language processing; Analytics; Assessment; Education; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies (ICALT), 2013 IEEE 13th International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/ICALT.2013.164
  • Filename
    6602006