A multi-objective evolutionary algorithm-based soft computing model for educational data mining A distance learning experience

PurposeThe purpose of this paper is to propose a soft computing model based on multi-objective evolutionary algorithm (MOEA), namely, modified micro genetic algorithm (MmGA) coupled with a decision tree (DT)-based classifier, in classifying and optimising the students’ online interaction activities...

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Bibliographic Details
Published in:	AAOU journal Vol. 12; no. 1; pp. 106 - 123
Main Authors:	Tan, Choo Jun, Lim, Ting Yee, Bong, Chin Wei, Liew, Teik Kooi
Format:	Journal Article
Language:	English
Published:	Bingley Emerald Group Publishing Limited 02.05.2017
Subjects:	Academic Achievement Adult Basic Education Adult Students Case studies Cluster analysis Data mining Distance learning Educational Attainment Educational materials Educational research Educational Resources Genetic algorithms Internet Open educational resources School Holding Power Statistical methods Student Participation Student retention Teachers
ISSN:	1858-3431, 2414-6994, 2414-6994
Online Access:	Get full text
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