Investigation of users' preferences in interactive multimedia learning systems: A data mining approach

Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu

研究成果: 雜誌貢獻期刊論文同行評審

14 引文 斯高帕斯(Scopus)

摘要

With advances in information and communication technology, interactive multimedia learning systems are widely used to support teaching and learning. However, as human factors vary across users, they may prefer the design of interactive multimedia learning systems differently. To have a deep understanding of the influences of human factors, we apply a data mining approach to the investigation of users' preferences in using interactive multimedia learning systems. More specifically, a clustering technique named K-modes is used to group users' preferences. The results indicate that users' preferences could be divided into four groups where computer experience is a key human factor that influences their preferences. Implications for the development of interactive multimedia learning systems are also discussed.

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頁(從 - 到)151-163
頁數13
期刊Interactive Learning Environments
17
發行號2
DOIs
出版狀態已出版 - 2009

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