Analyzing online asynchronous discussion using content and social network analysis
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...
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| Format: | Conference or Workshop Item |
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2009
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| _version_ | 1796855450992377856 |
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| author | Erlin, Erlin Yusof, Norazah Abdul Rahman, Azizah |
| author_facet | Erlin, Erlin Yusof, Norazah Abdul Rahman, Azizah |
| author_sort | Erlin, Erlin |
| collection | ePrints |
| description | 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. |
| first_indexed | 2024-03-05T18:28:40Z |
| format | Conference or Workshop Item |
| id | utm.eprints-14824 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T18:28:40Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | utm.eprints-148242020-06-30T08:38:56Z http://eprints.utm.my/14824/ Analyzing online asynchronous discussion using content and social network analysis Erlin, Erlin Yusof, Norazah Abdul Rahman, Azizah QA75 Electronic computers. Computer science 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. 2009 Conference or Workshop Item PeerReviewed Erlin, Erlin and Yusof, Norazah and Abdul Rahman, Azizah (2009) Analyzing online asynchronous discussion using content and social network analysis. In: 9th International Conference on Intelligent Systems Design and Application (ISDA 09), 2009, Italy. http://dx.doi.org/10.1109/ISDA.2009.40 |
| spellingShingle | QA75 Electronic computers. Computer science Erlin, Erlin Yusof, Norazah Abdul Rahman, Azizah Analyzing online asynchronous discussion using content and social network analysis |
| title | Analyzing online asynchronous discussion using content and social network analysis |
| title_full | Analyzing online asynchronous discussion using content and social network analysis |
| title_fullStr | Analyzing online asynchronous discussion using content and social network analysis |
| title_full_unstemmed | Analyzing online asynchronous discussion using content and social network analysis |
| title_short | Analyzing online asynchronous discussion using content and social network analysis |
| title_sort | analyzing online asynchronous discussion using content and social network analysis |
| topic | QA75 Electronic computers. Computer science |
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