Artificial Intelligence Applications in Distance Education
by Utku Kose and Durmus Koc
IGI Global | July 2014 | ISBN-10: 146666276X | PDF | 329 pages | 22 MB
Though educational methods such as distance and e-learning have addressed our modern, knowledge-based societys requirement for innovative approaches to performing educational activities, room for improvement still exists.
Artificial Intelligence Applications in Distance Education seeks to examine the efforts made to bridge the gap between student and educator with computer applications. Through an in-depth discussion of applications employed to overcome the problems encountered during educational processes, this premier reference collection aims to enhance teachers and students educational experiences and improve their knowledge of the literature and the latest developments in educational technologies.
About the Authors
Utku Kose received the B.S. degree in 2008 from computer education of Gazi University, Turkey as a faculty valedictorian. He received M.S. degree in 2010 from Afyon Kocatepe University, Turkey and now, he continues D.S. / Ph. D. at Selcuk University, Turkey in the field of computer engineering. His research interest includes artificial intelligence, the chaos theory, distance education, e-learning, computer education, and computer science.
Durmus Koc received the B.S. degree in 2008 from computer and instruction technologies education of Samsun 19 May University, Turkey. He continues M.S. degree at Suleyman Demirel University, Turkey in the field of educational technologies. Currently, he is also a Lecturer in Usak University, Turkey. His research interest includes educational technologies, computer education, distance education, and e-learning.
Chapter 1 - On the Intersection of Artificial Intelligence and Distance Education.... 1
Chapter 2 - Global Knowledge Networking (GKN) with Utilizing of Digital Libraries: A Proposed Model.... 12
Chapter 3 - Intelligent Educational Support System.... 32
Chapter 4 - Designing a Multi-Agent System for Improving the Accounting E-Learning.... 47
Chapter 5 - Intelligent Questioning System Based on Fuzzy Logic.... 72
Chapter 6 - Review and Proposal for Intelligent Distance Education.... 95
Chapter 7 - A Web-Based Intelligent Educational Laboratory System for Forecasting Chaotic Time Series.... 110
Chapter 8 - Expert Systems in Distance Education.... 136
Chapter 9 - For an Intelligent E-Learning: A Managerial Model Suggestion for Artificial Intelligence Supported E-Learning Content Flow.... 149
Chapter 10 - Resolving the Paradox of Overconfident Students with Intelligent Methods.... 161
Chapter 11 - Design and Development of an Expert System Shell Program and Evaluation of Its Effectiveness.... 175
Chapter 12 - An Example Application of an Artificial Intelligence-Supported Blended Learning Education Program in Computer Engineering.... 192
Chapter 13 - Agent-Based Distributed Intelligent Tutoring System Using Case-Based Reasoning.... 211
Chapter 14 - Evaluation of Clustering Methods for Adaptive Learning Systems.... 237
Chapter 15 - Evolutionary Approach for Automatic and Dynamic Modeling of Studentsâ™ Learning Styles.... 261
Chapter 16 - Ideas on the Future of Intelligent Web-Based E-Learning.... 285
Compilation of References.... 298
About the Contributors.... 323
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