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An Analysis of MOOC Discussion Forum Interactions from the Most Active Users

机译:最活跃用户的MOOC论坛讨论互动分析

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Many massive open online courses (MOOCs) offer mainly video-based lectures, which limits the opportunity for interactions and communications among students and instructors. Thus, the discussion forums of MOOC become indispensable in providing a platform for facilitating interactions and communications. In this research, discussion forum users who continually and actively participate in the forum discussions throughout the course are identified. We then employ different measures for evaluating whether those active users have more influence on overall forum activities. We further analyze forum votes, both positive and negative, on posts and comments to verify if active users make positive contributions to the course conversations. Based the result of analysis, users who constantly participate in forum discussions are identified as statistically more influential users, and these users also produce a positive effect on the discussions. Implications for MOOC student engagement and retention are discussed.
机译:许多大规模的开放式在线课程(MOOC)主要提供基于视频的讲座,这限制了学生和讲师之间进行交互和交流的机会。因此,MOOC的讨论论坛在提供促进交互和交流的平台中变得必不可少。在这项研究中,确定了在整个课程中持续积极参与论坛讨论的讨论论坛用户。然后,我们采用不同的方法来评估那些活跃用户是否对整个论坛活动有更大的影响。我们进一步分析论坛对帖子和评论的正面和负面投票,以验证活跃用户是否对课程对话做出了积极贡献。根据分析结果,将不断参加论坛讨论的用户确定为在统计上更具影响力的用户,并且这些用户也对讨论产生了积极的影响。讨论了对MOOC学生参与和保留的影响。

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