Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning
Title Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning PDF eBook
Author Thanasis Daradoumis
Publisher Springer
Total Pages 336
Release 2012-03-16
Genre Computers
ISBN 9783642285875

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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.

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning

Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning
Title Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning PDF eBook
Author Thanasis Daradoumis
Publisher Springer Science & Business Media
Total Pages 344
Release 2012-03-14
Genre Computers
ISBN 3642285856

Download Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning Book 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.

Collaboration and Technology

Collaboration and Technology
Title Collaboration and Technology PDF eBook
Author Valeria Herskovic
Publisher Springer
Total Pages 249
Release 2012-08-27
Genre Computers
ISBN 3642332846

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This book constitutes the proceedings of the 18th Collaboration Researchers' International Working Group Conference on Collaboration and Technology, held in Raesfeld, Germany, in September 2012. The 9 revised papers presented together with 12 short papers were carefully reviewed and selected from numerous submissions. They are grouped into five themes that represent collaborative learning, social media analytics, conceptual and design models, formal modeling and technical approaches and collaboration support in emergency scenarios.

Seamless Learning in the Age of Mobile Connectivity

Seamless Learning in the Age of Mobile Connectivity
Title Seamless Learning in the Age of Mobile Connectivity PDF eBook
Author Lung-Hsiang Wong
Publisher Springer
Total Pages 522
Release 2014-11-02
Genre Education
ISBN 9812871136

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The book departs from the approach of related titles by focusing on describing and reflecting upon the notion of seamless learning with regard to salient characteristics of learner mobility and bridging of learning experiences across learning spaces. It is the first such work that is solely dedicated to research on and the practice of seamless learning, uniquely combining interpretations, visions, and past research on and practices in seamless learning from diversified perspectives. The book also strikes a good balance between theoretical and practical perspectivess, going beyond a collection of reports on specific research projects. Instead of thick descriptions of research processes and findings, readers will find significant insights and food for thought intended to inspire further advances in the research on and practice of seamless learning.

Personalization and Collaboration in Adaptive E-Learning

Personalization and Collaboration in Adaptive E-Learning
Title Personalization and Collaboration in Adaptive E-Learning PDF eBook
Author Tadlaoui, Mouenis Anouar
Publisher IGI Global
Total Pages 348
Release 2019-12-13
Genre Education
ISBN 1799814947

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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.

Artificial Intelligence in Project Management and Making Decisions

Artificial Intelligence in Project Management and Making Decisions
Title Artificial Intelligence in Project Management and Making Decisions PDF eBook
Author Pedro Y. Piñero Pérez
Publisher Springer Nature
Total Pages 423
Release 2022-04-07
Genre Technology & Engineering
ISBN 3030972690

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This book presents new developments and advances in the theory, applications, and design methods of computational intelligence, integrated in various areas of project management and BIM environments. The chapters of the book span different soft computing techniques, such as: linguistic data summarization, fuzzy systems, evolutionary algorithms, estimation distribution algorithms, computing with words, augmented reality, and hybrid intelligence systems. In addition, different applications of the neutrosophic theory are presented for the treatment of uncertainty and indeterminacy in decision-making processes. Several chapters of the book constitute systematic reviews, useful for future investigations in the following topics: linguistic summarization of data, augmented reality, and the development of BIM technologies. It is a particularly interesting book for engineers, researchers, specialists, teachers, and students related to project management and the development of BIM technologies.

Virtual Reality in Curriculum and Pedagogy

Virtual Reality in Curriculum and Pedagogy
Title Virtual Reality in Curriculum and Pedagogy PDF eBook
Author Erica Southgate
Publisher Routledge
Total Pages 130
Release 2020-04-23
Genre Education
ISBN 1000064506

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Virtual Reality in Curriculum and Pedagogy explores the instructional, ethical, practical, and technical issues related to the integration of immersive virtual reality (VR) in school classrooms. The book’s original pedagogical framework is informed by qualitative and quantitative data collected from the first-ever study to embed immersive VR in secondary school science, ICT, and drama classrooms. Students and scholars of technology-enhancing learning, curriculum design, and teacher education alike will find key pedagogical insights into leveraging the unique properties of VR for authentic, metacognitive, and creative learning.