Personalization And Collaboration In Adaptive E Learning
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Personalization And Collaboration In Adaptive E Learning
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Author : Tadlaoui, Mouenis Anouar
language : en
Publisher: IGI Global
Release Date : 2019-12-13
Personalization And Collaboration In Adaptive E Learning written by Tadlaoui, Mouenis Anouar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-13 with Education categories.
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 :
language : de
Publisher:
Release Date : 2020
Personalization And Collaboration In Adaptive E Learning written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
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.
Personalized Learning
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Author : Peggy Grant
language : en
Publisher: International Society for Technology in Education
Release Date : 2014-06-21
Personalized Learning written by Peggy Grant and has been published by International Society for Technology in Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-21 with Education categories.
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.
Supporting Personalized Learning And Students Skill Development With Ai
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Author : Khaldi, Mohamed
language : en
Publisher: IGI Global
Release Date : 2025-03-05
Supporting Personalized Learning And Students Skill Development With Ai written by Khaldi, Mohamed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Education categories.
The integration of artificial intelligence (AI) into education has the potential to fundamentally change pedagogical practices, with a positive impact on all aspects of teaching and learning. It is possible to design personalized learning paths for each learner, including those with special needs or who speak different languages, by adjusting the content and pace according to their strengths and weaknesses. AI tools, such as virtual assistants and interactive educational applications, can give immediate feedback to learners, which is of paramount importance to keep them engaged and encourage continuous learning. Similarly, teachers can view AI-based data analytics and recommendations to improve their teaching methods and adapt their strategies in real time. Supporting Personalized Learning and Students' Skill Development With AI offers an in-depth exploration of how to integrate AI technology into pedagogical practice to revolutionize education by exploring all aspects of AI in education, from intelligent tutoring systems that tailor lessons to the needs of each learner, to automating administrative tasks that save teachers’ time. While addressing the ethical and practical challenges of this transformation, it highlights the urgent need to equip educators with the skills they need to benefit from AI. Covering topics such as autonomous learning, emotion detection, and digital literacy, this book is an excellent resource for teachers, school administrators, educational decision-makers, computer developers, professionals, scholars, academicians, researchers, and more.
Proceedings Of The 5th International Conference On Big Data And Internet Of Things
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Author : Mohamed Lazaar
language : en
Publisher: Springer Nature
Release Date : 2022-07-03
Proceedings Of The 5th International Conference On Big Data And Internet Of Things written by Mohamed Lazaar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-03 with Computers categories.
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
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Author : Thanasis Daradoumis
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-03-14
Intelligent Adaptation And Personalization Techniques In Computer Supported Collaborative Learning written by Thanasis Daradoumis and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-14 with Computers categories.
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
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Author : Banubakode, Abhijit Narayanrao
language : en
Publisher: IGI Global
Release Date : 2022-03-18
Designing User Interfaces With A Data Science Approach written by Banubakode, Abhijit Narayanrao and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-18 with Computers categories.
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.
Learning And Collaboration Technologies
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Author : Panayiotis Zaphiris
language : en
Publisher: Springer
Release Date : 2015-07-18
Learning And Collaboration Technologies written by Panayiotis Zaphiris and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-18 with Computers categories.
The LNCS volume 9192 constitutes the refereed proceedings of the Second International Conference on Learning and Collaboration Technologies, LCT 2015, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, in Los Angeles, CA, USA in August 2015, jointly with 15 other thematically similar conferences. The total of 1462 papers and 246 posters presented at the HCII 2015 conferences were carefully reviewed and selected from 4843 submissions. These papers address addressing the following major topics: technology-enhanced learning, adaptive and personalised learning and assessment, virtual worlds and virtual agents for learning, collaboration and Learning Serious Games and ICT in education.
Innovative Instructional Design Methods And Tools For Improved Teaching
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Author : Khaldi, Mohamed
language : en
Publisher: IGI Global
Release Date : 2024-02-14
Innovative Instructional Design Methods And Tools For Improved Teaching written by Khaldi, Mohamed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-14 with Education categories.
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.
Cloud Computing For Smart Education And Collaborative Learning
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Author : Urmila Shrawankar
language : en
Publisher: CRC Press
Release Date : 2025-03-26
Cloud Computing For Smart Education And Collaborative Learning written by Urmila Shrawankar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Computers categories.
The book presents next-generation education technology and the pedagogy of the Education Cloud. It covers technological developments, case studies, innovative research approaches, and solutions for advanced learning paradigms using Internet of Things (IoT), cloud computing, and machine learning to handle various challenges of the smart education system. It discusses cloud architecture, management, and frame- work for education from virtual classrooms and labs. It shows how cloud computing framework can be integrated with fog computing, edge computing, deep learning, and IoT. Illustrates from fundamental theories to practical and sophisticated applications of cloud technology for the education domain Explores e-learning applications through location-independent cloud services to reduce cost Covers result-oriented, real-time solutions for smart, accessible education and its real-time application support Discusses accessible cloud services for people with special needs Presents flexible and scalable cost-effective e-learning architecture and scenario for education technology It serves as a valuable resource for academicians, researchers, and professionals interested in smart education and cloud technology.