Mining user preferences of multimedia interfaces with K-modes

Kyriacos A. Chrysostomou, Enrique Frias-Martinez, Sherry Y. Chen, Xiaohui Liu

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

Interactive multimedia learning systems use sophisticated techniques to present advanced interface features. However, not all users appreciate the strengths of such interface features because of the variations of user backgrounds and skills. In this context, human factors are important issues in deciding user preferences. This study applies a data mining approach to examine user preferences of interface features and to identify the influence of human factors on this issue. K-modes, a data mining technique extensively applied to user modeling, was used to group users' preferences. The results indicated that users' preferences could be divided into eight groups where gender and computer experience significantly influenced the choices made by users.

原文???core.languages.en_GB???
主出版物標題2006 IEEE International Conference on Systems, Man and Cybernetics
發行者Institute of Electrical and Electronics Engineers Inc.
頁面2849-2854
頁數6
ISBN(列印)1424401003, 9781424401000
DOIs
出版狀態已出版 - 2006
事件2006 IEEE International Conference on Systems, Man and Cybernetics - Taipei, Taiwan
持續時間: 8 10月 200611 10月 2006

出版系列

名字Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
4
ISSN(列印)1062-922X

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???event.eventtypes.event.conference???2006 IEEE International Conference on Systems, Man and Cybernetics
國家/地區Taiwan
城市Taipei
期間8/10/0611/10/06

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