• DocumentCode
    262440
  • Title

    A Methodological Approach to Provide Effective Web-Based Training by Using Collaborative Learning and Social Networks

  • Author

    Caballe, Santi ; Britch, David ; Barolli, Leonard ; Xhafa, Fatos

  • Author_Institution
    Dept. of Comput. Sci., Multimedia, & Telecommun., Open Univ. of Catalonia, Barcelona, Spain
  • fYear
    2014
  • fDate
    2-4 July 2014
  • Firstpage
    64
  • Lastpage
    71
  • Abstract
    This paper presents an approach to rebuild the benefits lost from moving from traditional Instructor-led Training to Web-based Training by using Computer-Supported Collaborative Learning and Social Networks. The innovative approach of using Learning Analytics and Educational Data Mining techniques to track and analyse the interactive behavior of on-line collaborative learning and social networks is explored to enhance and improve corporate distance training. The results of this multidisciplinary proposal addressing pedagogical, technological and business issues to support Web-based Training becomes decisive for enhancing and improving the overall distance training experience and for finding new opportunities for cost-effective ways to deliver training programs. We believe the outcomes of this research will be crucial for greatly enhance and improve corporate distance training.
  • Keywords
    computer based training; data analysis; data mining; distance learning; groupware; social networking (online); Web-based training; computer-supported collaborative learning; corporate distance training; educational data mining technique; instructor-led training; learning analytics technique; methodological approach; social networks; training programs; Collaboration; Collaborative work; Computational modeling; Data mining; Social network services; Training; Computer-Supported Collaborative Learning; Educational data mining; Instructor-led training; Learning analytics; Massive Open Online Course; Social Networks; Web-based training; eLearning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex, Intelligent and Software Intensive Systems (CISIS), 2014 Eighth International Conference on
  • Conference_Location
    Birmingham
  • Print_ISBN
    978-1-4799-4326-5
  • Type

    conf

  • DOI
    10.1109/CISIS.2014.10
  • Filename
    6915498