Handbook of Educational Data Mining (Hardcover)
暫譯: 教育數據挖掘手冊 (精裝版)
Cristobal Romero, Sebastian Ventura, Mykola Pechenizkiy, Ryan S.J.d. Bake
- 出版商: CRC
- 出版日期: 2010-10-26
- 售價: $4,275
- 貴賓價: 9.5 折 $4,061
- 語言: 英文
- 頁數: 535
- 裝訂: Hardcover
- ISBN: 1439804575
- ISBN-13: 9781439804575
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相關分類:
Data-mining
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商品描述
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.
商品描述(中文翻譯)
《教育數據挖掘手冊》（Handbook of Educational Data Mining, EDM）提供了該領域當前知識狀態的全面概述。書籍的第一部分包含九篇關於在教育中應用的主要數據挖掘技術的調查和教程。第二部分則呈現了25個案例研究，豐富地概述了EDM所解決的問題。
領域前沿的研究者討論重要主題和最新進展
這本書由來自多個領域的知名研究者貢獻，反映了EDM社群的多學科特性。它將教育和數據挖掘社群結合在一起，幫助教育專家理解EDM可以解決哪些類型的問題，並幫助數據挖掘者理解哪些問題對教育設計和教育決策是重要的。
這本及時的手冊鼓勵讀者將EDM整合到他們的研究和實踐中，提供了對基本EDM技術和應用的廣泛且易於理解的處理。它為新進EDM社群的成員和活躍研究者提供了一個優秀的第一步，以便跟上該領域的最新發展。
