Mining users' preferences in an interactive multimedia learning system: A human factor perspective

Kyriacos A. Chrysostomou, Sherry Y. Chen, Xiaohui Liu

研究成果: 會議貢獻類型會議論文同行評審

摘要

With the increasing popularity of the Internet, interactive multimedia learning systems are widely used in both educational and industrial settings. 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 influence of human factors, we apply a data mining approach to the assessment of users' preferences in using interactive multimedia learning systems. More specifically, the K-modes algorithm is used to group users' preferences. The results indicate that users' preferences could be divided into four groups where computer experience significantly influences their preferences. Implications for the development of interactive multimedia learning systems are also discussed.

原文???core.languages.en_GB???
頁面118-122
頁數5
出版狀態已出版 - 2020
事件20th British Computer Society Conference on Human-Computer Interaction: Engage, HCI 2006 - London, United Kingdom
持續時間: 11 9月 200615 9月 2006

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???event.eventtypes.event.conference???20th British Computer Society Conference on Human-Computer Interaction: Engage, HCI 2006
國家/地區United Kingdom
城市London
期間11/09/0615/09/06

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