Personalization and Collaboration in Adaptive E-Learning

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Release : 2019-12-13
Genre : Education
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Book Rating : 947/5 ( reviews)

Personalization and Collaboration in Adaptive E-Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Personalization and Collaboration in Adaptive E-Learning write by Tadlaoui, Mouenis Anouar. This book was released on 2019-12-13. Personalization and Collaboration in Adaptive E-Learning available in PDF, EPUB and Kindle. 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.

Personalization and Collaboration in Adaptive E-Learning

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Author :
Release : 2020
Genre :
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Book Rating : 027/5 ( reviews)

Personalization and Collaboration in Adaptive E-Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Personalization and Collaboration in Adaptive E-Learning write by . This book was released on 2020. Personalization and Collaboration in Adaptive E-Learning available in PDF, EPUB and Kindle. 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

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Release : 2012-03-14
Genre : Computers
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Book Rating : 856/5 ( reviews)

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning write by Thanasis Daradoumis. This book was released on 2012-03-14. Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning available in PDF, EPUB and Kindle. 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

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Release : 2021-03-11
Genre : Social Science
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Book Rating : 48X/5 ( reviews)

Innovative Learning Environments in STEM Higher Education - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Innovative Learning Environments in STEM Higher Education write by Jungwoo Ryoo. This book was released on 2021-03-11. Innovative Learning Environments in STEM Higher Education available in PDF, EPUB and Kindle. 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.

Transforming Education for Personalized Learning

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Release : 2024-03-11
Genre : Education
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Book Rating : /5 ( reviews)

Transforming Education for Personalized Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Transforming Education for Personalized Learning write by Munna, Afzal Sayed. This book was released on 2024-03-11. Transforming Education for Personalized Learning available in PDF, EPUB and Kindle. The pressing necessity to overhaul education systems to align with the demands of the contemporary world rises. Transforming Education for Personalized Learning delves into the imminent challenges besieging education, offering pragmatic solutions to metamorphose classrooms into dynamic learning environments with research, real-world illustrations, and expert perspectives. It scrutinizes fundamental shifts required in pedagogical methods, curriculum construction, assessment frameworks, and the judicious integration of technology. Central to its philosophy is the accentuation of personalized learning, the cultivation of critical thinking, and the nurturing of creativity and collaboration among students. Emphasizing an inclusive and equitable educational system, the book discerns the varied needs and strengths of learners. It advocates for a future where educators evolve into facilitators of learning, armed with strategies to adapt teaching styles, embrace innovative pedagogies, and craft engaging and purposeful learning experiences. It underscores the imperative for a paradigm shift in education, cognizant of the demands of the 21st century. It advocates for personalized learning approaches that cater to individual strengths, interests, and learning styles. The book also explores innovative teaching methodologies, instructional design, and the effective integration of technology to enhance critical thinking, collaboration, and creativity. The book targets educators, school leaders, policymakers, teacher educators, parents, educational researchers, students, professional development providers, educational consultants, advocacy groups, and non-profits.