Advances in personalized web-based education [electronic resource] / Konstantina Chrysafiadi, Maria Virvou.
2015
LB1044.87
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Details
Title
Advances in personalized web-based education [electronic resource] / Konstantina Chrysafiadi, Maria Virvou.
ISBN
9783319128955 electronic book
3319128957 electronic book
9783319128948
3319128949
3319128957 electronic book
9783319128948
3319128949
Published
Cham : Springer, [2015]
Copyright
©2015
Language
English
Description
1 online resource.
Item Number
10.1007/978-3-319-12895-5 doi
Call Number
LB1044.87
Dewey Decimal Classification
371.33/44678
Summary
This book aims to provide important information about adaptivity in computer-based and/or web-based educational systems. In order to make the student modeling process clear, a literature review concerning student modeling techniques and approaches during the past decade is presented in a special chapter. A novel student modeling approach including fuzzy logic techniques is presented. Fuzzy logic is used to automatically model the learning or forgetting process of a student. The presented novel student model is responsible for tracking cognitive state transitions of learners with respect to their progress or non-progress. It maximizes the effectiveness of learning and contributes, significantly, to the adaptation of the learning process to the learning pace of each individual learner. Therefore the book provides important information to researchers, educators and software developers of computer-based educational software ranging from e-learning and mobile learning systems to educational games including stand alone educational applications and intelligent tutoring systems.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Description based on online resource ; title from PDF title page (viewed on December 12, 2014).
Added Author
Virvou, Maria.
Series
Intelligent systems reference library ; v. 78.
Available in Other Form
Print version: 9783319128948
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Table of Contents
Introduction
Student Modeling for Personalized Education: A Review of the Literature
Student Modeling for Personalized Education: A Review of the Literature
A Novel Hybrid Student Model for Personalized Education
Evaluation
Conclusions.
Student Modeling for Personalized Education: A Review of the Literature
Student Modeling for Personalized Education: A Review of the Literature
A Novel Hybrid Student Model for Personalized Education
Evaluation
Conclusions.