A Visual Data Mining Tool To Support
Cooperative Learning
Author(s)
J.G. le Roux & H.L. Viktor
Abstract
A cooperative data mining team consists of two or more diverse data mining
tools that cooperate to learn. The data mining tools learn from one another
by accessing the other team member's knowledge, generating new data and
thus adapting its own perspective of the problem at hand. By combining the
complementary learning approaches followed by diverse tools, new insights
into the problem domain are obtained.
This paper describes the ViziMine cooperative data mining tool that
acts as a personal assistant, assisting domain experts to explore and increase
their expertise regarding a problem domain. The tool provides a uniform
interface that incorporates a number of data mining tools that express their
knowledge as rules. Results indicate that the approach successfully facili-
tates the cooperative learning process and eases the transfer of k
Keywords
Related Book
Other papers in this volume
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