Intelligent and Adaptive Educational-Learning Systems
Intelligent and Adaptive Educational-Learning Systems

Author: Alejandro Peña-Ayala

Publisher: Springer Science & Business Media

Published: 2012-08-10

Total Pages: 522

ISBN-13: 3642301711

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The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the series is to make available a platform for the publication of books on all aspects of single and multi-disciplinary research on these themes in order to make the latest results available in a readily-accessible form. This book is devoted to the “Intelligent and Adaptive Educational-Learning Systems”. It privileges works that highlight key achievements and outline trends to inspire future research. After a rigorous revision process twenty manuscripts were accepted and organized into four parts: Modeling, Content, Virtuality and Applications. This volume is of interest to researchers, practitioners, professors and postgraduate students aimed to update their knowledge and find out targets for future work in the field of artificial intelligence on education.

Intelligent and Adaptive Learning Systems
Intelligent and Adaptive Learning Systems

Author: Sabine Graf

Publisher: IGI Global

Published: 2012

Total Pages: 0

ISBN-13: 9781609608422

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"This book focuses on how intelligent support and adaptive features can be integrated in currently used learning systems and discusses how intelligent and adaptive learning systems can be improved in order to provide a better learning environment for learners"--Provided by publisher.

Building Intelligent Interactive Tutors
Building Intelligent Interactive Tutors

Author: Beverly Park Woolf

Publisher: Morgan Kaufmann

Published: 2010-07-28

Total Pages: 480

ISBN-13: 0080920047

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Building Intelligent Interactive Tutors discusses educational systems that assess a student's knowledge and are adaptive to a student's learning needs. The impact of computers has not been generally felt in education due to lack of hardware, teacher training, and sophisticated software. and because current instructional software is neither truly responsive to student needs nor flexible enough to emulate teaching. Dr. Woolf taps into 20 years of research on intelligent tutors to bring designers and developers a broad range of issues and methods that produce the best intelligent learning environments possible, whether for classroom or life-long learning. The book describes multidisciplinary approaches to using computers for teaching, reports on research, development, and real-world experiences, and discusses intelligent tutors, web-based learning systems, adaptive learning systems, intelligent agents and intelligent multimedia. It is recommended for professionals, graduate students, and others in computer science and educational technology who are developing online tutoring systems to support e-learning, and who want to build intelligence into the system. - Combines both theory and practice to offer most in-depth and up-to-date treatment of intelligent tutoring systems available - Presents powerful drivers of virtual teaching systems, including cognitive science, artificial intelligence, and the Internet - Features algorithmic material that enables programmers and researchers to design building components and intelligent systems

Web-based Educational Systems and Learning Styles
Web-based Educational Systems and Learning Styles

Author: Abdulrahman Alghamdi

Publisher: Lulu.com

Published: 2012-01-25

Total Pages: 117

ISBN-13: 1471073157

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Most universities are now moving to online and distance learning systems to meet the needs of different types of learners [1]. Indeed, 'e-learning' is already being used by a number of universities [2], which offer online courses and degree programs. The online and distance learning systems can be used either to replace face-to-face learning or to assist students with face-to-face learning. Numerous different learning styles have been identified, which take into account individual differences in the way people learn. The learning styles theory implies that how much individuals learn has more to do with whether the educational experience is geared toward their particular style of learning than whether or not they are "intelligent". Individuals perceive and process information in very different ways, therefore, there is a necessity for a learning system to take into account as many details as possible in terms of the learning styles of the users [3].......

Web-based Intelligent E-learning Systems
Web-based Intelligent E-learning Systems

Author: Zongmin Ma

Publisher: IGI Global

Published: 2006-01-01

Total Pages: 388

ISBN-13: 1591407311

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"This book offers a complete understanding of the notions, techniques, and methods related to the research and developments of web-based e-learning systems"--Provided by publisher.

Innovative Trends in Personalized Software Engineering and Information Systems
Innovative Trends in Personalized Software Engineering and Information Systems

Author: C. Troussas

Publisher: IOS Press

Published: 2020-08-04

Total Pages: 106

ISBN-13: 1643680978

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This book, Innovative Trends in Personalized Software Engineering and Information Systems – The Case of Intelligent and Adaptive E-learning Systems, studies the development of personalized and knowledge-based systems with the purpose of developing fully-automated adaptive software, mainly focusing on enhancing digital learning. The authors cover several integral phases of software engineering and their application in the effective implementation of sophisticated learning technology systems. Systems development and systems evaluation, tailored to adaptive e-learning, are examined in depth. More specifically, intelligent and knowledge-based techniques, such as artificial neural networks, fuzzy logic, genetic algorithms, pattern recognition, learning analytics and data mining, as well as evaluation frameworks adapted to digital learning software are presented. This publication will be of interest to scientists from various disciplines, including computer science, artificial intelligence, education and psychology, and will help researchers working in computer science and engineering to build intelligent and adaptive learning technology systems by employing personalization techniques while following the basic concepts of software engineering and information systems. It will also serve as a valuable tool for junior and senior scientists, supporting their research activities in the field of personalized and knowledge-based software engineering, and instructors will be able to use the book as a guide to the effective design and development of intelligent systems in education.

Innovative Learning Environments in STEM Higher Education
Innovative Learning Environments in STEM Higher Education

Author: Jungwoo Ryoo

Publisher: Springer Nature

Published: 2021-03-11

Total Pages: 148

ISBN-13: 303058948X

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As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning environments (ILEs) in higher education STEM disciplines in their pioneering project: eXploring the Future of Innovative Learning Environments (X-FILEs). Workshop participants evaluated four main ILE categories: personalized and adaptive learning, multimodal learning formats, cross/extended reality (XR), and artificial intelligence (AI) and machine learning (ML). This open access book gathers the perspectives expressed during the X-FILEs workshop and its follow-up activities. It is designed to help inform education policy makers, researchers, developers, and practitioners about the adoption and implementation of ILEs in higher education.

Authoring Tools for Advanced Technology Learning Environments
Authoring Tools for Advanced Technology Learning Environments

Author: T. Murray

Publisher: Springer Science & Business Media

Published: 2013-04-18

Total Pages: 563

ISBN-13: 9401708193

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This edited book gives a comprehensive picture of the state of the art in authoring systems and authoring tools for advanced technology instructional systems. It includes descriptions of fifteen systems and research projects from almost every significant effort in the field. The book will appeal to researchers, teachers and advanced students working in education, instructional technology and computer-based education, psychology, cognitive science and computer science.