Active Mining

New Directions of Data Mining

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Editor
Motoda, H.
Pub. date
July 2002
Pages
302
Binding
hardcover (second printing 2004)
Volume
79 of Frontiers in Artificial Intelligence and Applications
ISBN print
978-1-58603-264-7
Subject
Artificial Intelligence, Computer & Communication Sciences, Computer Science
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The need for collecting relevant data sources, mining useful knowledge from different forms of data sources and promptly reacting to situation change is ever increasing. Active mining is a collection of activities each solving a part of this need, but collectively achieving the mining objective through the spiral effect of these interleaving three steps. This book is a joint effort from leading and active researchers in Japan with a theme about active mining and a timely report on the forefront of data collection, user-centered mining and user interaction/reaction. It offers a contemporary overview of modern solutions with real-world applications, shares hard-learned experiences, and sheds light on future development of active mining.