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Intelligent and Adaptive Educational-Learning Systems

Intelligent and Adaptive Educational-Learning Systems
Author: Alejandro Peña-Ayala
Publisher: Springer Science & Business Media
Total Pages: 522
Release: 2012-08-10
Genre: Technology & Engineering
ISBN: 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:
Total Pages: 398
Release: 2012
Genre: Computer-assisted instruction
ISBN: 9781609608446
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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.

Intelligent Learning Systems and Advancements in Computer-Aided Instruction: Emerging Studies

Intelligent Learning Systems and Advancements in Computer-Aided Instruction: Emerging Studies
Author: Jin, Qun
Publisher: IGI Global
Total Pages: 435
Release: 2011-12-31
Genre: Education
ISBN: 1613504845
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"This book reviews computational models and technologies for distance education, focusing on systems, infrastructures, and frameworks for delivering quality education"--Provided by publisher.

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)
Author: Mostafa Ezziyyani
Publisher: Springer Nature
Total Pages: 256
Release: 2020-01-03
Genre: Technology & Engineering
ISBN: 3030366537
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This book contains the latest researches on advanced intelligent systems applied in the field of education presented during the second edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) held on July 08–11, 2019, in Marrakech, Morocco. The book proposes new approaches and innovative strategies for the manipulation of data and big data collected from the educational environment, exploiting the analysis tools, algorithms of artificial intelligence, and machine learning techniques, in order to extract results, which allow improving the performance and effectiveness of the education field, which is a strategic lever for sustainable development. The book deals with concepts, strategies, and approaches developed on various current axes of scientific research in the field of education, such as smart e-learning, smart education (smart classroom, smart assessment and smart teaching and learning technologies), massive open online courses (MOOC), courseware design, and development for smart learning, cloud learning, and mobile learning. The book is intended for all actors in the educational sector, namely students, professors, academic researchers, and stakeholders. It constitutes a large-scale forum for the exchange of ideas, approaches, and innovative techniques between these actors on the development and innovation of the field of education with the revolution 4.0. The authors of each chapter report the state of the art of the various topics addressed and present results of their own research, laboratory experiments, and successful applications. The purpose of this session is to share the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the field of education.

Building Intelligent Interactive Tutors

Building Intelligent Interactive Tutors
Author: Beverly Park Woolf
Publisher: Morgan Kaufmann
Total Pages: 480
Release: 2010-07-28
Genre: Computers
ISBN: 9780080920047
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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

Adaptive Micro Learning

Adaptive Micro Learning
Author: Geng Sun (Researcher on educational technology)
Publisher: World Scientific
Total Pages: 151
Release: 2020
Genre: Internet in education
ISBN: 9811207461
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Innovative Trends in Personalized Software Engineering and Information Systems

Innovative Trends in Personalized Software Engineering and Information Systems
Author: C. Troussas
Publisher: IOS Press
Total Pages: 106
Release: 2020-08-04
Genre: Computers
ISBN: 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.

Web-based Intelligent E-learning Systems

Web-based Intelligent E-learning Systems
Author: Zongmin Ma
Publisher: IGI Global
Total Pages: 388
Release: 2006-01-01
Genre: Education
ISBN: 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.

Web-based Educational Systems and Learning Styles

Web-based Educational Systems and Learning Styles
Author: Abdulrahman Alghamdi
Publisher: Lulu.com
Total Pages: 117
Release: 2012-01-25
Genre: Computers
ISBN: 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].......