DocumentCode
2830269
Title
Analyzing Online Asynchronous Discussion Using Content and Social Network Analysis
Author
Erlin ; Yusof, Norazah ; Rahman, Alias Abdul
Author_Institution
Dept. of Inf. Technol., STMIK-AMIK Riau, Pekanbaru, Indonesia
fYear
2009
fDate
Nov. 30 2009-Dec. 2 2009
Firstpage
872
Lastpage
877
Abstract
Asynchronous discussion forum can provide a platform for online learners to communicate with one another easily, without the constraint of place and time. This study explores the analysis process of online asynchronous discussion. We focus upon content analysis and social network analysis, which is the technique often used to measure online discussion in formal educational settings. In addition, Soller´s model for content analysis was developed and employed to qualitatively analyze the online discussion. We also discuss the use of network indicators of social network analysis to assess level participation and communication structure throughout online discussion. Adjacency matrix, graph theory and network analysis techniques were applied to quantitatively define the networks interaction among students. The findings showed that these methods provide more meaningful students´ interaction analysis in term of information of communication transcripts and communication structures in online asynchronous discussion.
Keywords
computer aided instruction; distance learning; graph theory; matrix algebra; social networking (online); Soller model; adjacency matrix; content analysis; formal educational setting; graph theory; network analysis technique; online asynchronous discussion; social network analysis; Application software; Collaborative work; Discussion forums; Information analysis; Information technology; Intelligent networks; Intelligent systems; Social network services; Software engineering; System analysis and design; centrality; coding categories; content analysis; density; online discussion; reliability; social network analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications, 2009. ISDA '09. Ninth International Conference on
Conference_Location
Pisa
Print_ISBN
978-1-4244-4735-0
Electronic_ISBN
978-0-7695-3872-3
Type
conf
DOI
10.1109/ISDA.2009.40
Filename
5364081
Link To Document