Personalization And Collaboration In Adaptive E Learning

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Personalization and Collaboration in Adaptive E-Learning

Author : Tadlaoui, Mouenis Anouar
Publisher : IGI Global
ISBN 13 : 1799814947
Total Pages : 348 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Personalization and Collaboration in Adaptive E-Learning by : Tadlaoui, Mouenis Anouar

Download or read book Personalization and Collaboration in Adaptive E-Learning written by Tadlaoui, Mouenis Anouar and published by IGI Global. This book was released on 2019-12-13 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: As part of e-learning, adaptive systems are more specialized and focus on the adaptation of learning content and presentation of this content. An adaptive system focuses on how knowledge is learned and pays attention to the activities, cognitive structures, and context of the learning material. The adaptive term refers to the automatic adaptation of the system to the learner. The needs of the learner are borne by the system itself. The learner did not ask to change the parameters of the system to his own needs; it is rather the needs of the learner that will be supposed by the system. The system adapts according to this necessity. Personalization and Collaboration in Adaptive E-Learning is an essential reference book that aims to describe the specific steps in designing a scenario for a collaborative learning activity in the particular context of personalization in adaptive systems and the key decisions that need to be made by the teacher-learner. By applying theoretical and practical aspects of personalization in adaptive systems and applications within education, this collection features coverage on a broad range of topics that include adaptive teaching, personalized learning, and instructional design. This book is ideally designed for instructional designers, curriculum developers, educational software developers, IT specialists, educational administrators, professionals, professors, researchers, and students seeking current research on comparative studies and the pedagogical issues of personalized and collaborative learning.

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning

Author : Thanasis Daradoumis
Publisher : Springer Science & Business Media
ISBN 13 : 3642285856
Total Pages : 344 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning by : Thanasis Daradoumis

Download or read book Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning written by Thanasis Daradoumis and published by Springer Science & Business Media. This book was released on 2012-03-14 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptation and personalization have been extensively studied in CSCL research community aiming to design intelligent systems that adaptively support eLearning processes and collaboration. Yet, with the fast development in Internet technologies, especially with the emergence of new data technologies and the mobile technologies, new opportunities and perspectives are opened for advanced adaptive and personalized systems. Adaptation and personalization are posing new research and development challenges to nowadays CSCL systems. In particular, adaptation should be focused in a multi-dimensional way (cognitive, technological, context-aware and personal). Moreover, it should address the particularities of both individual learners and group collaboration. As a consequence, the aim of this book is twofold. On the one hand, it discusses the latest advances and findings in the area of intelligent adaptive and personalized learning systems. On the other hand it analyzes the new implementation perspectives for intelligent adaptive learning and collaborative systems that are brought by the advances in scripting languages, IMS LD, educational modeling languages and learning activity management systems. Given the variety of learning needs as well as the existence of different technological solutions, the book exemplifies the methodologies and best practices through several case studies and adaptive real-world collaborative learning scenarios, which show the advancement in the field of analysis, design and implementation of intelligent adaptive and personalized systems.

Innovative Learning Environments in STEM Higher Education

Author : Jungwoo Ryoo
Publisher : Springer Nature
ISBN 13 : 303058948X
Total Pages : 148 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Innovative Learning Environments in STEM Higher Education by : Jungwoo Ryoo

Download or read book Innovative Learning Environments in STEM Higher Education written by Jungwoo Ryoo and published by Springer Nature. This book was released on 2021-03-11 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

E-Learning Systems

Author : Aleksandra Klašnja-Milićević
Publisher : Springer
ISBN 13 : 3319411632
Total Pages : 294 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis E-Learning Systems by : Aleksandra Klašnja-Milićević

Download or read book E-Learning Systems written by Aleksandra Klašnja-Milićević and published by Springer. This book was released on 2016-07-19 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge. A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. These innovations are important contributions of this monograph. Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language. The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.

Handbook of Research on Modern Educational Technologies, Applications, and Management

Author : Khosrow-Pour D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1799834778
Total Pages : 950 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Modern Educational Technologies, Applications, and Management by : Khosrow-Pour D.B.A., Mehdi

Download or read book Handbook of Research on Modern Educational Technologies, Applications, and Management written by Khosrow-Pour D.B.A., Mehdi and published by IGI Global. This book was released on 2020-07-10 with total page 950 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology and technological advancements become a more prevalent and essential aspect of daily and business life, educational institutions must keep pace in order to maintain relevance and retain their ability to adequately prepare students for their lives beyond education. Such institutions and their leaders are seeking relevant strategies for the implementation and effective use of new and upcoming technologies and leadership strategies to best serve students and educators within educational settings. As traditional education methods become more outdated, strategies to supplement and bolster them through technology and effective management become essential to the success of institutions and programs. The Handbook of Research on Modern Educational Technologies, Applications, and Management is an all-encompassing two-volume scholarly reference comprised of 58 original and previously unpublished research articles that provide cutting-edge, multidisciplinary research and expert insights on advancing technologies used in educational settings as well as current strategies for administrative and leadership roles in education. Covering a wide range of topics including but not limited to community engagement, educational games, data management, and mobile learning, this publication provides insights into technological advancements with educational applications and examines forthcoming implementation strategies. These strategies are ideal for teachers, instructional designers, curriculum developers, educational software developers, and information technology specialists looking to promote effective learning in the classroom through cutting-edge learning technologies, new learning theories, and successful leadership tactics. Administrators, educational leaders, educational policymakers, and other education professionals will also benefit from this publication by utilizing the extensive research on managing educational institutions and providing valuable training and professional development initiatives as well as implementing the latest administrative technologies. Additionally, academicians, researchers, and students in areas that include but are not limited to educational technology, academic leadership, mentorship, learning environments, and educational support systems will benefit from the extensive research compiled within this publication.

Personalized Learning

Author : Peggy Grant
Publisher : International Society for Technology in Education
ISBN 13 : 1564845443
Total Pages : 200 pages
Book Rating : 4.5/5 (648 download)

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Book Synopsis Personalized Learning by : Peggy Grant

Download or read book Personalized Learning written by Peggy Grant and published by International Society for Technology in Education. This book was released on 2014-06-21 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalized Learning: A Guide for Engaging Students with Technology is designed to help educators make sense of the shifting landscape in modern education. While changes may pose significant challenges, they also offer countless opportunities to engage students in meaningful ways to improve their learning outcomes. Personalized learning is the key to engaging students, as teachers are leading the way toward making learning as relevant, rigorous, and meaningful inside school as outside and what kids do outside school: connecting and sharing online, and engaging in virtual communities of their own Renowned author of the Heck: Where the Bad Kids Go series, Dale Basye, and award winning educator Peggy Grant, provide a go-to tool available to every teacher today—technology as a way to ‘personalize’ the education experience for every student, enabling students to learn at their various paces and in the way most appropriate to their learning styles.

Designing Adaptive and Personalized Learning Environments

Author : Kinshuk
Publisher : Routledge
ISBN 13 : 1317747704
Total Pages : 172 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Designing Adaptive and Personalized Learning Environments by : Kinshuk

Download or read book Designing Adaptive and Personalized Learning Environments written by Kinshuk and published by Routledge. This book was released on 2016-03-31 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing Adaptive and Personalized Learning Environments provides a theoretically-based yet practical guide to systematic design processes for learning environments that provide automatic customization of learning and instruction. The book consists of four main sections: In "Introduction and Overview," the concepts of adaptivity and personalization are introduced and explored in detail. In "Theoretical Perspectives with Example Applications," various theoretical concepts underlying adaptive and personalized learning are discussed, including cognitive profiling, content-based adaptivity, exploration-based adaptivity, and mobile and ubiquitous settings. In "Practical Perspectives with Example Applications," the implementation process for adaptive and personalized learning environments is described, followed by application in various contexts. In "Validation and Future Trends," various evaluation techniques for validating the efficiency and efficacy of adaptive and personalized learning systems are discussed. This final section concludes with a discussion of emerging trends in adaptive and personalized learning research. Based on cutting-edge research, Designing Adaptive and Personalized Learning Environments is appropriate as a primary textbook for both undergraduate and graduate courses focused on the design of learning systems, and as a secondary textbook for a variety of courses in programs such as educational technology, instructional design, learning sciences, digital literacy, computer based systems, and STEM content fields.

Foundations and Trends in Smart Learning

Author : Maiga Chang
Publisher : Springer
ISBN 13 : 9811369089
Total Pages : 194 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Foundations and Trends in Smart Learning by : Maiga Chang

Download or read book Foundations and Trends in Smart Learning written by Maiga Chang and published by Springer. This book was released on 2019-03-14 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the interplay between pedagogy and technology, and their fusion for the advancement of smart learning environments. It discusses various components of this interplay, including learning and assessment paradigms, social factors and policies, emerging technologies, innovative application of mature technologies, transformation of curriculum and teaching behavior, transformation of administration, best infusion practices, and piloting of new ideas. The book provides an archival forum for researchers, academics, practitioners and industry professionals interested and/or engaged in reforming teaching and learning methods by promoting smart learning environments. It also facilitates discussions and constructive dialogue among various stakeholders on the limitations of existing learning environments, the need for reform, innovative uses of emerging pedagogical approaches and technologies, and sharing and promoting best practices, leading to the evolution, design and implementation of smart learning environments.

How to Personalize Learning

Author : Barbara Bray
Publisher : Corwin Press
ISBN 13 : 1506338542
Total Pages : 208 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis How to Personalize Learning by : Barbara Bray

Download or read book How to Personalize Learning written by Barbara Bray and published by Corwin Press. This book was released on 2016-09-29 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: HOW to Personalize Learning Create a powerful shift in education by building a culture of learning so every learner is valued. This practical follow-up to Bray and McClaskey’s first book brings theory to practice. Discover how to build a shared vision that supports personalized learning using the Universal Design for Learning (UDL) framework. Also included are: Tools and templates to get started and go deeper Lesson and project examples that show how teachers can change instructional practice Links to electronic versions of tools, templates, activities, and checklists

Proceedings of the 5th International Conference on Big Data and Internet of Things

Author : Mohamed Lazaar
Publisher : Springer Nature
ISBN 13 : 3031079698
Total Pages : 600 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Proceedings of the 5th International Conference on Big Data and Internet of Things by : Mohamed Lazaar

Download or read book Proceedings of the 5th International Conference on Big Data and Internet of Things written by Mohamed Lazaar and published by Springer Nature. This book was released on 2022-07-03 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of papers in the research area of big data, cloud computing, cybersecurity, machine learning, deep learning, e-learning, Internet of Things, reinforcement learning, information system, social media and natural language processing. This book includes papers presented at the 5th International Conference on Big Data Cloud and Internet of Things, BDIoT 2021 during March 17–18, 2021, at ENSIAS, Mohammed V University in Rabat, Morocco.

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning

Author : Thanasis Daradoumis
Publisher : Springer
ISBN 13 : 3642285864
Total Pages : 336 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning by : Thanasis Daradoumis

Download or read book Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning written by Thanasis Daradoumis and published by Springer. This book was released on 2012-03-09 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptation and personalization have been extensively studied in CSCL research community aiming to design intelligent systems that adaptively support eLearning processes and collaboration. Yet, with the fast development in Internet technologies, especially with the emergence of new data technologies and the mobile technologies, new opportunities and perspectives are opened for advanced adaptive and personalized systems. Adaptation and personalization are posing new research and development challenges to nowadays CSCL systems. In particular, adaptation should be focused in a multi-dimensional way (cognitive, technological, context-aware and personal). Moreover, it should address the particularities of both individual learners and group collaboration. As a consequence, the aim of this book is twofold. On the one hand, it discusses the latest advances and findings in the area of intelligent adaptive and personalized learning systems. On the other hand it analyzes the new implementation perspectives for intelligent adaptive learning and collaborative systems that are brought by the advances in scripting languages, IMS LD, educational modeling languages and learning activity management systems. Given the variety of learning needs as well as the existence of different technological solutions, the book exemplifies the methodologies and best practices through several case studies and adaptive real-world collaborative learning scenarios, which show the advancement in the field of analysis, design and implementation of intelligent adaptive and personalized systems.

Designing User Interfaces With a Data Science Approach

Author : Banubakode, Abhijit Narayanrao
Publisher : IGI Global
ISBN 13 : 1799891232
Total Pages : 325 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Designing User Interfaces With a Data Science Approach by : Banubakode, Abhijit Narayanrao

Download or read book Designing User Interfaces With a Data Science Approach written by Banubakode, Abhijit Narayanrao and published by IGI Global. This book was released on 2022-03-18 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science has been playing a vital role in almost all major fields. Many researchers are interested in the development of IT applications, which are user-driven with a focus on issues. This can be addressed using data science. User-driven research and data science have gained much attention from many private, public, and government organizations and research institutions. Designing User Interfaces With a Data Science Approach promotes the inclusion of more diversified users for user-centered designs of applications across domains and analyzes user data with a data science approach for effective and user-friendly user interface designs. It introduces the foundations of advanced topics of human-computer interaction, particularly with user-centered designs and techniques. Covering topics such as artificial neural networks, natural dialog systems, and machine learning, this book is an essential resource for faculty, research scholars, industry professionals, students of higher education, mathematicians, data scientists, interaction designers, visual designers, software engineers, user experience researchers, accessibility engineers, cognitive system engineers, academicians, and libraries.

Make Learning Personal

Author : Barbara Bray
Publisher : Corwin Press
ISBN 13 : 1483388115
Total Pages : 288 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Make Learning Personal by : Barbara Bray

Download or read book Make Learning Personal written by Barbara Bray and published by Corwin Press. This book was released on 2014-10-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Put learning back into the hands of the learner! Personalized learning empowers learners to take control of their own learning. This resource draws on Universal Design for Learning® principles to create a powerful shift in classroom dynamics by developing self-directed, self-motivated learners. You’ll discover: A system that reduces barriers and maximizes learning for all learners An explanation distinguishing personalization from differentiation and individualization The Stages of Personalized Learning Environments that transform teacher and learner roles. Background information to build a rationale on why to personalize learning Strategies around the culture shift in classrooms and schools as you personalize learning. As recognized authorities, the authors have led educational innovation for almost three decades.

Personalizing Learning in the 21st Century

Author : Sara de Freitas
Publisher : Bloomsbury Publishing
ISBN 13 : 1855397765
Total Pages : 144 pages
Book Rating : 4.8/5 (553 download)

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Book Synopsis Personalizing Learning in the 21st Century by : Sara de Freitas

Download or read book Personalizing Learning in the 21st Century written by Sara de Freitas and published by Bloomsbury Publishing. This book was released on 2010-07-15 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalizing Learning in the 21st Century brings together contributions from a wide range of educationalists interested in the idea of personalizing learning. Although the book is intended primarily for teachers and policy makers, it will be of interest to many others, in health education, consultancy, management, research and development, and industrial training. Reading this book should be a personalized learning experience for each and every one of us.

Key Competencies in the Knowledge Society

Author : Nicolas Reynolds
Publisher : Springer
ISBN 13 : 364215378X
Total Pages : 458 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Key Competencies in the Knowledge Society by : Nicolas Reynolds

Download or read book Key Competencies in the Knowledge Society written by Nicolas Reynolds and published by Springer. This book was released on 2010-08-07 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the IFIP TC 3 International Conference, KCKS 2010, held as a part of the 21th World Computer Congress, WCC 2010, in Brisbane, Australia, in September 2010. The 43 revised full papers presented were carefully reviewed and selected from numerous submissions. The range of issues cover many aspects of ICT in relation to competencies in the knowledge society; they present theory, research, applications and practical experiences on topics including but not limited to developing creativity, digital solidarity, e-management in education, informatics and programming knowledge technologies, lifelong learning, policy development, teacher(s) in a knowledge society, e-inclusion, AGORA: the IFIP initiative on lifelong learning, collective intelligence, digital literacy, educating ict professionals, formal and informal learning, innovations of assessment, networking and collaboration, problem solving teacher learning & creativity as well as teaching & learning 2.0.

Innovative Instructional Design Methods and Tools for Improved Teaching

Author : Khaldi, Mohamed
Publisher : IGI Global
ISBN 13 :
Total Pages : 466 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Innovative Instructional Design Methods and Tools for Improved Teaching by : Khaldi, Mohamed

Download or read book Innovative Instructional Design Methods and Tools for Improved Teaching written by Khaldi, Mohamed and published by IGI Global. This book was released on 2024-02-14 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the complex field of academic scholarship, educators and scholars often encounter the challenge of designing effective learning scenarios that align with various educational objectives. The process involves meticulous planning, consideration of diverse pedagogical approaches, and adapting strategies to different circumstances and situations. The need for innovative solutions in pedagogy has never been more pressing, with topics ranging from instructional design to emerging techno pedagogical practices demanding attention. Academic scholars are yearning for a comprehensive guide that not only dissects the intricacies of these challenges but also offers transformative solutions to navigate the evolving landscape of education. Innovative Instructional Design Methods and Tools for Improved Teaching is a groundbreaking book meticulously crafted to address the pressing issues faced by academic scholars today. This book transcends the conventional boundaries of educational discourse, offering a roadmap for designing learning activities beyond routine exercises. It unveils a comprehensive approach, integrating pedagogical strategies and innovative teaching practices, providing educators with the tools they need to revolutionize their approach to instruction. This book is a solution to the challenges educators face in the contemporary academic landscape, providing a transformative guide for those seeking to excel in the dynamic field of pedagogy.

Encyclopedia of Data Science and Machine Learning

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1799892212
Total Pages : 3296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Data Science and Machine Learning by : Wang, John

Download or read book Encyclopedia of Data Science and Machine Learning written by Wang, John and published by IGI Global. This book was released on 2023-01-20 with total page 3296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.