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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.
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