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Studies in Computational Intelligence 524
Educational Data
Mining
Alejandro Peña-Ayala Editor
Applications and Trends

About this Series
The series ‘‘Studies in Computational Intelligence’’ (SCI) publishes new
developments and advances in the various areas of computational intelligence—
quickly and with a high quality. The intent is to cover the theory, applications, and
design methods of computational intelligence, as embedded in the fields of
engineering, computer science, physics and life sciences, as well as the
methodologies behind them. The series contains monographs, lecture notes and
edited volumes in computational intelligence spanning the areas of neural
networks, connectionist systems, genetic algorithms, evolutionary computation,
artificial intelligence, cellular automata, self-organizing systems, soft computing,
fuzzy systems, and hybrid intelligent systems. Of particular value to both the
contributors and the readership are the short publication timeframe and the world-
wide distribution, which enable both wide and rapid dissemination of research
output.

Alejandro Peña-Ayala
Editor
Educational Data Mining
Applications and Trends
123

Editor
Alejandro Peña-Ayala
World Outreach Light to the
Nations Ministries
Escuela Superior de Ingeniería
Mecánica y Eléctrica, Zacatenco
Instituto Politécnico Nacional
Mexico City
Mexico
ISSN 1860-949X ISSN 1860-9503 (electronic)
ISBN 978-3-319-02737-1 ISBN 978-3-319-02738-8 (eBook)
DOI 10.1007/978-3-319-02738-8
Springer Cham Heidelberg New York Dordrecht London
Library of Congress Control Number: 2013953247
Springer International Publishing Switzerland 2014
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of
the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or
information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar
methodology now known or hereafter developed. Exempted from this legal reservation are brief
excerpts in connection with reviews or scholarly analysis or material supplied specifically for the
purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the
work. Duplication of this publication or parts thereof is permitted only under the provisions of
the Copyright Law of the Publisher’s location, in its current version, and permission for use must
always be obtained from Springer. Permissions for use may be obtained through RightsLink at the
Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publication does not imply, even in the absence of a specific statement, that such names are exempt
from the relevant protective laws and regulations and therefore free for general use.
While the advice and information in this book are believed to be true and accurate at the date of
publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for
any errors or omissions that may be made. The publisher makes no warranty, express or implied, with
respect to the material contained herein.
Printed on acid-free paper
Springer is part of Springer Science+Business Media (www.springer.com)
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