Towards identifying collaborative learning groups using social media: How Social Media can contribute to spountaniously initiated collaborative learning

作者: Selver Softic

DOI: 10.1109/ICL.2012.6402150

关键词:

摘要: This work reports about the preliminary results and ongoing research based upon profiling collaborative learning groups of persons within social micro-blogging platforms like Twitter1 that share potentially common interests on special topic. Hereby focus is held spontaneously initiated in Social Media detection their communication dynamics. Research questions targeted to be answered are: are there any useful data mining algorithms fulfill task pre-selection clustering users networks, how good do they perform, what metrics could used for evaluation realm this task. Basic approach presented here uses as preamble hypothesis Networks can identified through content generated by them consume. Special topic oriented least bounding point. Those should also basic criteria detect outline groups. The aim deliver first scientific pre-work successfully implementation recommender systems using network features purposes better group information consumption.

参考文章(8)
Martin Ebner, Herbert Mühlburger, Sandra Schaffert, Mandy Schiefner, Wolfgang Reinhardt, Steve Wheeler, Getting granular on Twitter: Tweets from a conference and their limited usefulness for non-participants IFIP International Conference on Key Competencies in the Knowledge Society. pp. 102- 113 ,(2010) , 10.1007/978-3-642-15378-5_10
Ulises Mejías, A Nomad’s Guide to Learning and Social Software The Knowledge Tree. ,(2005)
Thomas Altmann, Selver Softic, Martin Ebner, @twitter analysis of #edmedia10– is the #informationstream usable for the #mass Form@re : Open Journal per la Formazione in Rete. ,vol. 11, pp. 36- 45 ,(2011) , 10.13128/FORMARE-12563
Ralf Klamma, Pham Manh Cuong, Yiwei Cao, You Never Walk Alone: Recommending Academic Events Based on Social Network Analysis international conference on complex sciences. ,vol. 4, pp. 657- 670 ,(2009) , 10.1007/978-3-642-02466-5_64
Abdur Chowdury, Mimi Zhang, Bernard J. Jansen, Kate Sobel, Twitter power: Tweets as electronic word of mouth Journal of the Association for Information Science and Technology. ,vol. 60, pp. 2169- 2188 ,(2009) , 10.1002/ASI.V60:11
Herbert Mühlburger, Behnam Taraghi, Thomas Altmann, Selver Softic, Martin Ebner, @twitter Mining #Microblogs Using #Semantic Technologies semantic web applications and perspectives. pp. 1- 12 ,(2010)
Martin Ebner, Cristina Costa, Günter Beham, Wolfgang Reinhard, How people are using Twitter during conferences 5. EduMedia Fachtagung 2009. pp. 145- 156 ,(2009)