Analyzing Online Asynchronous Discussion Using Content and Social Network Analysis

B. Erlin, N. Yusof, Azizah Abdul Rahman
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引用次数: 22

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.
使用内容和社会网络分析分析在线异步讨论
异步论坛可以为在线学习者提供一个不受时间和地点限制的交流平台。本研究探讨了在线异步讨论的分析过程。我们专注于内容分析和社会网络分析,这是在正规教育环境中经常用于测量在线讨论的技术。此外,开发了Soller的内容分析模型,并将其用于对在线讨论进行定性分析。我们还讨论了使用社会网络分析的网络指标来评估在线讨论中的参与水平和沟通结构。运用邻接矩阵、图论和网络分析技术定量定义学生之间的网络互动。研究结果表明,这些方法在在线异步讨论的交流文本信息和交流结构方面提供了更有意义的学生互动分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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