Personalization and Collaboration in Adaptive E-Learning

Personalization and Collaboration in Adaptive E-Learning

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  • Author: Tadlaoui, Mouenis Anouar
  • Publisher: IGI Global
  • ISBN: 1799814947
  • Category : Education
  • Languages : en
  • Pages : 348

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

Personalization and Collaboration in Adaptive E-Learning

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  • Author:
  • Publisher:
  • ISBN: 9781799816027
  • Category :
  • Languages : de
  • Pages :

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

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning

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  • Author: Thanasis Daradoumis
  • Publisher: Springer Science & Business Media
  • ISBN: 3642285856
  • Category : Computers
  • Languages : en
  • Pages : 344

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

Innovative Learning Environments in STEM Higher Education

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  • Author: Jungwoo Ryoo
  • Publisher: Springer Nature
  • ISBN: 303058948X
  • Category : Social Science
  • Languages : en
  • Pages : 148

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

Transforming Education for Personalized Learning

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  • Author: Munna, Afzal Sayed
  • Publisher: IGI Global
  • ISBN:
  • Category : Education
  • Languages : en
  • Pages : 333

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.


Personalized Learning

Personalized Learning

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  • Author: Peggy Grant
  • Publisher: International Society for Technology in Education
  • ISBN: 1564845443
  • Category : Education
  • Languages : en
  • Pages : 200

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.


Personalizing Learning in the 21st Century

Personalizing Learning in the 21st Century

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  • Author: Sara de Freitas
  • Publisher: Bloomsbury Publishing
  • ISBN: 1855397765
  • Category : Education
  • Languages : en
  • Pages : 144

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.


Foundations and Trends in Smart Learning

Foundations and Trends in Smart Learning

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  • Author: Maiga Chang
  • Publisher: Springer
  • ISBN: 9811369089
  • Category : Education
  • Languages : en
  • Pages : 194

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.


Digital Technologies and Instructional Design for Personalized Learning

Digital Technologies and Instructional Design for Personalized Learning

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  • Author: Zheng, Robert
  • Publisher: IGI Global
  • ISBN: 1522539417
  • Category : Education
  • Languages : en
  • Pages : 412

When facilitating high-quality education, using digital technology to personalize students' learning is a focus in the development of instruction. There is a need to unify the multifaceted directions in personalized learning by presenting a coherent and organized vision in the design of personalized learning using digital technology. Digital Technologies and Instructional Design for Personalized Learning is a critical scholarly resource that highlights the theories, principles, and learning strategies in personalized learning with digital technology. Featuring coverage on a broad range of topics, such as collaborative learning, instructional design, and computer-supported collaborative learning, this book is geared towards educators, professionals, school administrators, academicians, researchers, and students seeking current research on the area of personalized learning with digital technology.


Make Learning Personal

Make Learning Personal

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  • Author: Barbara Bray
  • Publisher: Corwin Press
  • ISBN: 1483388115
  • Category : Education
  • Languages : en
  • Pages : 430

Put learning back into the hands of the learner! Through personalized learning, education as we know it is transformed as learners are empowered to take control of their own learning. This thorough and timely resource draws on Universal Design for Learning® principles to create a powerful shift in classroom dynamics by guiding learners to become self-directed, self-monitoring, and self-motivated. You’ll discover: A system that includes tools and strategies to reduce barriers and maximize learning for all learners A clear explanation distinguishing personalized learning from differentiation and individualized instruction Teachers’ personal stories of moving through the Stages of Personalized Learning Environments to transform teacher and learner roles and school culture Background information on developing a rationale on why to personalize learning Strategies to create the change that occurs with the culture shift that happens in classrooms and schools as you personalize learning. Recognized authorities in personalized learning, the authors have led educational innovation for almost three decades. "As an educator for more than 30 years, I have seen a myriad of ideas to improve education. Personalized learning could truly be the game-changer! Barbara and Kathleen have certainly done their homework in clearly defining what it means to personalize learning. They identify stages that can help teachers gradually adapt their role, moving from a teacher-centered classroom to a learner-driven environment. This book will serve as a valuable handbook as educators make the decision to empower their learners!" - Betty Wottreng, Director of Technology Services, Verona Area School District, Wisconsin