[图书][B] Handbook of educational data mining

C Romero, S Ventura, M Pechenizkiy, RSJ Baker - 2010 - books.google.com
This handbook helps education experts understand what types of questions EDM can
address and helps data miners understand what types of questions are important to …

Introduction to the special section on educational data mining

T Calders, M Pechenizkiy - Acm Sigkdd Explorations Newsletter, 2012 - dl.acm.org
Educational Data Mining (EDM) is an emerging multidisciplinary research area, in which
methods and techniques for exploring data originating from various educational information …

[PDF][PDF] Data mining for education

R Baker - International encyclopedia of education, 2010 - Citeseer
Data mining, also called Knowledge Discovery in Databases (KDD), is the field of
discovering novel and potentially useful information from large amounts of data. Data mining …

[PDF][PDF] Educational data mining

O Scheuer, BM McLaren - Encyclopedia of the Sciences of Learning, 2012 - cs.cmu.edu
Background Historically, EDM is a relatively new scientific discipline. Although researchers
have been recording and analyzing data from educational software for a long time, only …

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
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …

A data repository for the EDM community: The PSLC DataShop

KR Koedinger, RSJ Baker… - … of educational data …, 2010 - api.taylorfrancis.com
In recent years, educational data mining has emerged as a burgeoning new area for
scientific investigation. One reason for the emerging excitement about educational data …

Data mining in education

C Romero, S Ventura - Wiley Interdisciplinary Reviews: Data …, 2013 - Wiley Online Library
Applying data mining (DM) in education is an emerging interdisciplinary research field also
known as educational data mining (EDM). It is concerned with developing methods for …

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

RSJD Baker, K Yacef - Journal of …, 2009 - jedm.educationaldatamining.org
We review the history and current trends in the field of Educational Data Mining (EDM). We
consider the methodological profile of research in the early years of EDM, compared to in …

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

A Peña-Ayala - Expert systems with applications, 2014 - Elsevier
This review pursues a twofold goal, the first is to preserve and enhance the chronicles of
recent educational data mining (EDM) advances development; the second is to organize …

Review on publicly available datasets for educational data mining

MC Mihaescu, PS Popescu - Wiley Interdisciplinary Reviews …, 2021 - Wiley Online Library
The availability of a dataset represents a critical component in educational data mining
(EDM) pipelines. Once the dataset is at hand, the next steps within the research …