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:xxii, 513 pages : : illustrations, map ; : 27 cm.

Edition Identifiers

ISBN:9781439804575, 1439804575
oclc:ocn661180674
LC Classification:LB1028.43
Dewey Decimal:370.285/6312

Introduction / Cristóbal Romero [and others] -- 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 [and others] -- Classifiers for educational data mining / Wilhelmiina Hämäläinen and Mikko Vinni -- Clustering educational data / Alfredo Vellido, Félix Castro, and Àngela Nebot -- Association rule mining in learning management systems / Enrique García [and others] -- Sequential pattern analysis of learning logs: methodology and applications / Mingming Zhou [and others] -- Process mining from educational data / Nikola Trc̆ka, Mykola Pechenizkiy, and Wil van der Aalst -- Modeling hierarchy and dependence among task responses in educational data mining / Brian W. Junker -- Novel derivation and application of skill matrices: the q-matrix method / Tiffany Barnes -- Educational data mining to support group work in software development projects / Judy Kay, Irena Koprinska, and Kalina Yacef -- Multi-instance learning versus single-instance learning for predicting the student's performance / Ameli…

Subjects

Computer-Assisted Instruction Data Mining Data mining -- Handbooks, manuals, etc Education -- Data processing Éducation -- Informatique Enseignement assisté par ordinateur Exploration de données (Informatique) -… Handbooks and manuals