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
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;
Conference_Titel :
Complex, Intelligent and Software Intensive Systems (CISIS), 2014 Eighth International Conference on
Conference_Location :
Birmingham
Print_ISBN :
978-1-4799-4326-5
DOI :
10.1109/CISIS.2014.10