Handbook of educational data mining
- 其他作者: Romero, C.
- 出版: Boca Raton, Fla. :London : CRC ;Taylor & Francis [distributor] 2010.
- 稽核項: xxii, 513 p. :ill., map ;27 cm.
- 叢書名: Chapman & Hall/CRC data mining and knowledge discovery series
- 標題: Education Data processing. , Education , Data processing. , Data mining.
- ISBN: 1439804575 , 9781439804575
- 附註: 100年度教育部購置教學研究相關圖書儀器及設備計畫. Includes bibliographical references and index.
- 系統號: 005060483
- 資料類型: 圖書
- 讀者標籤: 需登入
- 引用網址: 複製連結
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.
來源: Google Book
來源: Google Book
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