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Item Details
Title: HANDBOOK OF EDUCATIONAL DATA MINING
By: Cristobal Romero (Editor), Sebastian Ventura (Editor), Mykola Pechenizkiy (Editor)
Format: Electronic book text

List price: £77.99


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ISBN 10: 1466532483
ISBN 13: 9781466532489
Publisher: TAYLOR & FRANCIS INC
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Pages: 535
Description: Educational data mining (EDM) is an emerging discipline concerned with developing methods for exploring the different types of data that come from an educational context. This book presents the applications of data mining techniques in education.
Synopsis: Handbook of Educational Data Mining (EDM) provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25 case studies that give a rich overview of the problems that EDM has addressed. Researchers at the Forefront of the Field Discuss Essential Topics and the Latest Advances With contributions by well-known researchers from a variety of fields, the book reflects the multidisciplinary nature of the EDM community. It brings the educational and data mining communities together, helping education experts understand what types of questions EDM can address and helping data miners understand what types of questions are important to educational design and educational decision making. Encouraging readers to integrate EDM into their research and practice, this timely handbook offers a broad, accessible treatment of essential EDM techniques and applications.It provides an excellent first step for newcomers to the EDM community and for active researchers to keep abreast of recent developments in the field.
Illustrations: 140 black & white illustrations, 90 black & white tables
Publication: US
Imprint: CRC Press Inc
Returns: Non-returnable
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