Handbook of educational data mining

by Romero, C., (Cristobal)

Type Book

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Title Statements

Full title :Handbook of educational data mining / edited by Cristóbal Romero [and others].

Edition Statements

Publication Date:©2011.

Publication Statements

Publisher(s):CRC Press
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:©2011.

The Physical Object

Description:1 online resource (xxii, 513 pages) : : illustrations, map

Edition Identifiers

ISBN:9781439804582, 1439804583
oclc:ocn707080506
LC Classification:LB1028.43
Dewey Decimal:370.285/6312

Preface, Joseph E. Beck Introduction, Cristóbal Romero, Sebastian Ventura, Mykola Pechenizkiy, and Ryan Baker Basic Techniques, Surveys, and Tutorials ; Visualization in Educational Environments, Riccardo Mazza ; Basics of Statistical Analysis of Interactions Data from Web-Based Learning Environments, Judy Sheard ; A Data Repository for the EDM Community: The PSLC DataShop, Kenneth R.

Koedinger, Ryan Baker, Kyle Cunningham, Alida Skogsholm, Brett Leber, and John Stamper ; Classifiers for EDM, Wilhelmiina Hamalainen and Mikko Vinni ; Clustering Educational Data, Alfredo Vellido, Felix Castro, and Angela Nebot ; Association Rule Mining in Learning Management Systems, Enrique Garcia, Cristóbal Romero, Sebastián Ventura, Carlos de Castro, and Toon Calders ; Sequential Pattern Analysis of Learning Logs: Methodology and Applications, Mingming Zhou, Yabo Xu, John C. Nesbit, and Philip H. Winne; Process Mining from Educational Data, Nikola Trčka, Mykola Pechenizkiy, and Wil van der Aalst; Modeling Hierarchy and Dependence among Task Responses in EDM, Brian W.

Junker Case Studies ; Novel Derivation and Application of Skill Matrices: The q-Matrix Method, Tiffany Barnes; EDM to Support Gro…

Subjects

Computer-Assisted Instruction Data Mining Data mining -- Handbooks, manuals, etc Education -- Data processing Éducation -- Informatique EDUCATION -- Organizations & Institutio… Enseignement assisté par ordinateur Exploration de données (Informatique) -… Guides et manuels Handbook Handbooks and manuals