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Intelligent Adaptation And Personalization Techniques In Computer Supported Collaborative Learning
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Book Synopsis Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning by : Thanasis Daradoumis
Download or read book Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning written by Thanasis Daradoumis and published by Springer Science & Business Media. This book was released on 2012-03-14 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning by : Thanasis Daradoumis
Download or read book Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning written by Thanasis Daradoumis and published by Springer. This book was released on 2012-03-16 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Collaboration and Technology by : Valeria Herskovic
Download or read book Collaboration and Technology written by Valeria Herskovic and published by Springer. This book was released on 2012-08-27 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Seamless Learning in the Age of Mobile Connectivity by : Lung-Hsiang Wong
Download or read book Seamless Learning in the Age of Mobile Connectivity written by Lung-Hsiang Wong and published by Springer. This book was released on 2014-11-02 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis New Challenges for Intelligent Information and Database Systems by : Ngoc Thanh Nguyen
Download or read book New Challenges for Intelligent Information and Database Systems written by Ngoc Thanh Nguyen and published by Springer Science & Business Media. This book was released on 2011-05-18 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book consists of 35 extended chapters which have been based on selected submissions to the poster session organized during the 3rd Asian Conference on Intelligent Information and Database Systems (20-22 April 2011 in Daegu, Korea). The book is organized into four parts, which are information retrieval and management, data mining and computational intelligence, service composition and user-centered approach, and intelligent management and e-business, respectively. All chapters in the book discuss theoretical and practical issues related to integration of artificial intelligence and database technologies in order to develop various intelligent information systems in many different domains. Such combination of artificial intelligence and database technologies has been regarded as one of the important interdisciplinary subfields of modern computer science, due to the sustainable development of networked information systems. Especially, service-oriented architecture and global multimedia systems used on a number of different purpose call for these developments. The book will be of interest to postgraduate students, professors and practitioners in the areas of artificial intelligence and database systems to modern information environments. The editors hope that readers of this volume can find many inspiring ideas and influential practical examples and use them in their future work.
Book Synopsis Artificial Intelligence in Project Management and Making Decisions by : Pedro Y. Piñero Pérez
Download or read book Artificial Intelligence in Project Management and Making Decisions written by Pedro Y. Piñero Pérez and published by Springer Nature. This book was released on 2022-04-07 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Virtual Reality in Curriculum and Pedagogy by : Erica Southgate
Download or read book Virtual Reality in Curriculum and Pedagogy written by Erica Southgate and published by Routledge. This book was released on 2020-04-23 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Artificial Intelligence in Education by : Seiji Isotani
Download or read book Artificial Intelligence in Education written by Seiji Isotani and published by Springer. This book was released on 2019-06-20 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Flexible Scripting to Facilitate Knowledge Construction in Computer-supported Collaborative Learning by : Xinghua Wang
Download or read book Flexible Scripting to Facilitate Knowledge Construction in Computer-supported Collaborative Learning written by Xinghua Wang and published by Springer. This book was released on 2017-04-25 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Personalization and Collaboration in Adaptive E-Learning by : Tadlaoui, Mouenis Anouar
Download or read book Personalization and Collaboration in Adaptive E-Learning written by Tadlaoui, Mouenis Anouar and published by IGI Global. This book was released on 2019-12-13 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Handbook of Artificial Intelligence in Education by : Benedict du Boulay
Download or read book Handbook of Artificial Intelligence in Education written by Benedict du Boulay and published by Edward Elgar Publishing. This book was released on 2023-01-20 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering insightful and stimulating contributions from leading global experts in Artificial Intelligence in Education (AIED), this comprehensive Handbook traces the development of AIED from its early foundations in the 1970s to the present day.
Book Synopsis Adaptive Instructional Systems. Design and Evaluation by : Robert A. Sottilare
Download or read book Adaptive Instructional Systems. Design and Evaluation written by Robert A. Sottilare and published by Springer Nature. This book was released on 2021-07-03 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 12792 and 12793 constitutes the refereed proceedings of the Third International Conference on Adaptive Instructional Systems, AIS 2021, held as Part of the 23rd International Conference, HCI International 2021, which took place in July 2021. Due to COVID-19 pandemic the conference was held virtually. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The papers of AIS 2021, Part I, are organized in topical sections named: Conceptual Models and Instructional Approaches for AIS; Designing and Developing AIS; Evaluation of AIS; Adaptation Strategies and Methods in AIS. Chapter “Personalized Mastery Learning Ecosystems: Using Bloom’s Four Objects of Change to Drive Learning in Adaptive Instructional Systems” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Book Synopsis ICT-Based Assessment, Methods, and Programs in Tertiary Education by : Meri Yilan, Serpil
Download or read book ICT-Based Assessment, Methods, and Programs in Tertiary Education written by Meri Yilan, Serpil and published by IGI Global. This book was released on 2020-04-17 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of information and communication technologies (ICTs) in education has revolutionized learning. Shifting beyond traditional mode of education, the integration of ICTs has become an advantage for students at tertiary education when used for the right purpose to enhance learning. The use of technology brings forth a flexible and accessible mode of education and bridges the gap of learning across borders. This enables students at tertiary level to have access to other universities and academic resource materials globally, thereby expanding their knowledge. Thus, it is crucial to consider the development of technology in education as part of a comprehensive pedagogical framework and take into account new developments in ICTs. ICT-Based Assessment, Methods, and Programs in Tertiary Education is an essential research publication that provides relevant theoretical frameworks and recent empirical research findings on integrating ICTs in tertiary education to enhance learning and allow students to take more control of their learning. Highlighting topics such as assessment, language learning, and e-learning, this book is ideal for teachers, professionals, academicians, researchers, administrators, curriculum designers, instructional designers, and students.
Book Synopsis Innovative Instructional Design Methods and Tools for Improved Teaching by : Khaldi, Mohamed
Download or read book Innovative Instructional Design Methods and Tools for Improved Teaching written by Khaldi, Mohamed and published by IGI Global. This book was released on 2024-02-14 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Artificial Intelligence in Education by : Chee-Kit Looi
Download or read book Artificial Intelligence in Education written by Chee-Kit Looi and published by IOS Press. This book was released on 2005 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of Artificial Intelligence in Education includes research and researchers from many areas of technology and social science. This study aims to open opportunities for the cross-fertilization of information and ideas from researchers in the many fields that make up this interdisciplinary research area.
Author :Abdelhamid Bouchachia Publisher :Springer Science & Business Media ISBN 13 :3642238564 Total Pages :441 pages Book Rating :4.6/5 (422 download)
Book Synopsis Adaptive and Intelligent Systems by : Abdelhamid Bouchachia
Download or read book Adaptive and Intelligent Systems written by Abdelhamid Bouchachia and published by Springer Science & Business Media. This book was released on 2011-08-26 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the International Conference on Adaptive and Intelligent Systems, ICAIS 2011, held in Klagenfurt, Austria, in September 2011. The 36 full papers included in these proceedings together with the abstracts of 4 invited talks, were carefully reviewed and selected from 72 submissions. The contributions are organized under the following topical sections: incremental learning; adaptive system architecture; intelligent system engineering; data mining and pattern recognition; intelligent agents; and computational intelligence.
Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems by : Vasile Palade
Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Vasile Palade and published by Springer Science & Business Media. This book was released on 2003-08-28 with total page 1495 pages. Available in PDF, EPUB and Kindle. Book excerpt: During recent decades we have witnessed not only the introduction of automation into the work environment but we have also seen a dramatic change in how automation has influenced the conditions of work. While some 30 years ago the addition of a computer was considered only for routine and boring tasks in support of humans, the balance has dramatically shifted to the computer being able to perform almost any task the human is willing to delegate. The very fast pace of change in processor and information technology has been the main driving force behind this development. Advances in automation and especially Artificial Intelligence (AI) have enabled the formation of a rather unique team with human and electronic members. The team is still supervised by the human with the machine as a subordinate associate or assistant, sharing responsibility, authority and autonomy over many tasks. The requirement for teaming human and machine in a highly dynamic and unpredictable task environment has led to impressive achievements in many supporting technologies. These include methods for system analysis, design and engineering and in particular for information processing, for cognitive and complex knowledge [1] engineering .
