[图书][B] Handbook of educational data mining

C Romero, S Ventura, M Pechenizkiy, RSJ Baker - 2010 - books.google.com
data miners understand what types of questions are important to educational design and
educational … and tutorials on the principal data mining techniques that have been applied in …

Classifiers for educational data mining

W Hämäläinen, M Vinni - Handbook of Educational Data …, 2011 - api.taylorfrancis.com
… These 24 reviewed experiments give a good overview of the typical educational data and the
… the suitability of different classification methods for typical educational data and problems. …

Educational data mining and learning analytics: An updated survey

C Romero, S Ventura - … : Data mining and knowledge discovery, 2020 - Wiley Online Library
… area are the Handbook of Educational Data Mining (Romero et al., 2010) and the Handbook
of … Of all of them, the two most specific journals are the Journal of Educational Data Mining2 …

The state of educational data mining in 2009: A review and future visions

RSJD Baker, K Yacef - … of educational …, 2009 - jedm.educationaldatamining.org
… In addition, it is anticipated that in the next year, Chapman & Hall/CRC Press, Taylor and
Francis Group will publish the first Handbook of Educational Data Mining. This moment in the …

Tools for educational data mining: A review

S Slater, S Joksimović, V Kovanovic… - … of Educational and …, 2017 - journals.sagepub.com
… In recent years, a wide array of tools have emerged for the purposes of conducting
educational data mining (EDM) and/or learning analytics (LA) research. In this article, we hope to …

Process mining from educational data

N Trcˇka, M Pechenizkiy… - … educational data mining, 2011 - api.taylorfrancis.com
… context of educational data mining. These include (1) plug-ins for importing the data from a
… How we applied these plug-ins on our educational data set is the subject of the next section. …

Clustering educational data

A Vellido, F Castro, A Nebot - Handbook of educational data …, 2010 - api.taylorfrancis.com
… refers to an area of data analysis, namely data clustering, which is aimed at discovering the
natural grouping structure of data. This chapter is devoted to this area of data mining and its …

[PDF][PDF] Learning analytics and educational data mining

R Baker, G Siemens - Cambridge handbook of the leaning …, 2014 - researchgate.net
… communities we review in this chapter, educational data mining and … educational data.
This difference approximately tracks the relationship between data mining and exploratory data

Educational data mining: A survey and a data mining-based analysis of recent works

A Peña-Ayala - Expert systems with applications, 2014 - Elsevier
educational data mining (EDM) advances development; the second is to organize, analyze,
and discuss the content of the review based on the outcomes produced by a data mining (DM…

Educational data mining: a review of the state of the art

C Romero, S Ventura - … on Systems, Man, and Cybernetics, Part …, 2010 - ieeexplore.ieee.org
… Journal of Educational Data Mining (JEDM) and two specific books on EDM edited by Romero
… Ventura entitled: Data Mining in E-learning [220] and The Handbook of Educational Data