DocumentCode
3613153
Title
Social Network Analysis to Monitor Interactions in Virtual Learning Environment
Author
Silva, A.S. ; Brito, S.R. ; Vijaykumar, N.L. ; Rocha, C.A.J. ; Costa, J.C.W.A. ; France?Œâ€?s, C.R.L.
Author_Institution
Univ. Fed. Rural da Amazonia, Belem, Brazil
Volume
13
Issue
10
fYear
2015
Firstpage
3482
Lastpage
3487
Abstract
Social network analysis is appointed as a promising approach to analyze the interactions in e-learning environments. Virtual Learning Environments (VLE) allow the register of significant amounts of data, proving to be a valuable data source to support researches on online interactions. This study is applied in a course offered in Brazil for training individuals to act as digital inclusion agents in telecenters. Our goals were to investigate the influence of the tutor´s role in the grouping of individuals who interact through the VLE and to investigate the grouping of individuals from different regions of the country. Our approach presents the visualization of structure of interactions among the actors and discusses structural aspects of the interactions occurred in the VLE. We found that the classification of individuals by region could be predicted by the classification using a community detection method.
Keywords
computer aided instruction; interactive systems; social networking (online); virtualisation; VLE; community detection method; digital inclusion agents; e-learning environments; interactions monitoring; social network analysis; telecenters; valuable data source; virtual learning environment; Electronic learning; Electronic publishing; Information services; Internet; Monitoring; Social network services; Visualization; Louvain method; community detection; e-learning; social network analysis; virtual learning environment;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2015.7387258
Filename
7387258
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