• DocumentCode
    50743
  • Title

    Dynamic Group Formation as an Approach to Collaborative Learning Support

  • Author

    Srba, Ivan ; Bielikova, Maria

  • Author_Institution
    Fac. of Inf. & Inf. Technol., Slovak Univ. of Technol., Bratislava, Slovakia
  • Volume
    8
  • Issue
    2
  • fYear
    2015
  • fDate
    April-June 1 2015
  • Firstpage
    173
  • Lastpage
    186
  • Abstract
    In the current time of globalization, collaboration among people in virtual environments is becoming an important precondition of success. This trend is reflected also in the educational domain where students collaborate in various short-term groups created repetitively but changing in each round (e.g. in MOOCs). Students in these kind of dynamic groups quite often encounter various difficulties, which are obvious mainly when students´ characteristics do not complement each other. In spite of various group formation methods aimed to solve the group compatibility problem, most of the existing approaches do not consider dynamic groups. We describe (i) a proposal of a novel group formation method based on Group Technology approach, which considers feedback on students´ collaboration to improve group formations; (ii) an application of the method as a part of a collaborative platform PopCorm, which provides students in the created groups with a set of real-time collaboration tools; (iii) a long-term experiment in which the groups created by our method achieved significantly better results in comparison with the reference approaches. Our results indicate that considering feedback from students´ collaboration can improve the group formation process as the groups created by our method achieved higher collaboration quality with next iterations.
  • Keywords
    computer aided instruction; computer science education; distance learning; PopCorm; collaborative learning support; collaborative platform; computer science education; distance learning; dynamic group formation process; educational domain; group compatibility problem; group formation method; group technology approach; long-term experiment; real-time collaboration tools; short-term groups; student collaboration; virtual environments; Adaptation models; Collaborative work; Learning systems; Market research; Real-time systems; Virtual groups; Collaborative learning; computer science education; computer uses in education; distance learning;
  • fLanguage
    English
  • Journal_Title
    Learning Technologies, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1939-1382
  • Type

    jour

  • DOI
    10.1109/TLT.2014.2373374
  • Filename
    6963449