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User-centered Interactive Data Mining

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3 Author(s)
Yan Zhao ; Department of Computer Science, University of Regina, Regina, Saskatchewan, Canada S4S 0A2, ; Yaohua Chen ; Yiyu Yao

While many data mining models concentrate on automation and efficiency, interactive data mining models focus on adaptive and effective communications between human users and computer systems. User views, preferences, strategies and judgments play the most important roles in human-machine interactivities, guide the selection of target knowledge representations, operations, and measurements. Practically, user views, preferences and judgments also decide strategies of abnormal situation handling, and explanations of mined patterns. In this paper, we discuss these fundamental issues

Published in:

2006 5th IEEE International Conference on Cognitive Informatics  (Volume:1 )

Date of Conference:

17-19 July 2006