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

Author: Thanasis Daradoumis
Publisher: Springer
ISBN: 9783642285875
Category : Computers
Languages : en
Pages : 336

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Book Description
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.

Author: Thanasis Daradoumis
Publisher: Springer
ISBN: 3642285864
Category : Technology & Engineering
Languages : en
Pages : 336

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Book Description
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.

Author: Valeria Herskovic
Publisher: Springer
ISBN: 3642332846
Category : Computers
Languages : en
Pages : 237

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Book Description
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.

Author: Lung-Hsiang Wong
Publisher: Springer
ISBN: 9812871136
Category : Education
Languages : en
Pages : 500

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Book Description
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.

Author: Pedro Y. Piñero Pérez
Publisher: Springer Nature
ISBN: 3030972690
Category : Technology & Engineering
Languages : en
Pages : 423

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Book Description
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.

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

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Book Description
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.

Author: Erica Southgate
Publisher: Routledge
ISBN: 1000064506
Category : Education
Languages : en
Pages : 130

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Book Description
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.

Author: Seiji Isotani
Publisher: Springer
ISBN: 3030232042
Category : Computers
Languages : en
Pages : 592

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Book Description
This two-volume set LNCS 11625 and 11626 constitutes the refereed proceedings of the 20th International Conference on Artificial Intelligence in Education, AIED 2019, held in Chicago, IL, USA, in June 2019. The 45 full papers presented together with 41 short, 10 doctoral consortium, 6 industry, and 10 workshop papers were carefully reviewed and selected from 177 submissions. AIED 2019 solicits empirical and theoretical papers particularly in the following lines of research and application: Intelligent and interactive technologies in an educational context; Modelling and representation; Models of teaching and learning; Learning contexts and informal learning; Evaluation; Innovative applications; Intelligent techniques to support disadvantaged schools and students, inequity and inequality in education.​

Author: Xinghua Wang
Publisher: Springer
ISBN: 9811040206
Category : Education
Languages : en
Pages : 137

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Book Description
This book discusses the significance of flexible scripting to structure CSCL against the framework of “Script theory of guidance” and reports on findings from two empirical studies on the effects of flexible scripting on collaboration in CSCL scenarios. In the first empirical study flexibility was accomplished through adaptivity, and through adaptability in the second. The results of these studies show that adaptive and adaptable scripts enhanced the quality of collaborative knowledge construction processes as well as learners’ collaboration skills, compared to inflexible scripts. The findings presented in this book will contribute to theory building of the scripting approach in CSCL. The authors propose two innovative ways of achieving flexible scripting and address the mechanisms by which adaptive versus adaptable script influences collaborative knowledge construction. Moreover, the adaptive and adaptable scripting approaches provide hands-on examples for practitioners and contribute to their understanding of teaching design in CSCL settings.

Author: Aleksandra Klašnja-Milićević
Publisher: Springer
ISBN: 3319411632
Category : Technology & Engineering
Languages : en
Pages : 294

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Book Description
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.