Title: Handbook of educational data mining /
Authors: Romero, C.
Publisher: CRC Press,
Year: 2011
Subjects: Education Data processing; Computer-assisted instruction; Data mining Handbooks, manuals, etc.
Contents: 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 --^