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Computational Intelligence For Technology Enhanced Learning
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Book Synopsis Computational Intelligence for Technology Enhanced Learning by : Fatos Xhafa
Download or read book Computational Intelligence for Technology Enhanced Learning written by Fatos Xhafa and published by Springer Science & Business Media. This book was released on 2010-02-18 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-Learning has become one of the most wide spread ways of distance teaching and learning. Technologies such as Web, Grid, and Mobile and Wireless networks are pushing teaching and learning communities to find new and intelligent ways of using these technologies to enhance teaching and learning activities. Indeed, these new technologies can play an important role in increasing the support to teachers and learners, to shorten the time to learning and teaching; yet, it is necessary to use intelligent techniques to take advantage of these new technologies to achieve the desired support to teachers and learners and enhance learners’ performance in distributed learning environments. The chapters of this volume bring advances in using intelligent techniques for technology enhanced learning as well as development of e-Learning applications based on such techniques and supported by technology. Such intelligent techniques include clustering and classification for personalization of learning, intelligent context-aware techniques, adaptive learning, data mining techniques and ontologies in e-Learning systems, among others. Academics, scientists, software developers, teachers and tutors and students interested in e-Learning will find this book useful for their academic, research and practice activity.
Book Synopsis Technology-Enhanced Systems and Tools for Collaborative Learning Scaffolding by : Thanasis Daradoumis
Download or read book Technology-Enhanced Systems and Tools for Collaborative Learning Scaffolding written by Thanasis Daradoumis and published by Springer Science & Business Media. This book was released on 2012-06-07 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology-Enhanced Systems and Tools for Collaborative Learning Scaffolding is a major research theme in CSCL and CSCW research community. This book presents up-to-date research approaches for developing technology-enhanced systems and tools to support functional online collaborative learning and work settings. It comprises a variety of research topics that span from the study of frameworks and infrastructures that foster collaborative learning and work through the application of different methods (distributed e-learning repositories, content creation and customization, social networks, collaborative ontologies building, and educational games) to the use of personalization and adaptation techniques to support the development of more powerful e-collaboration settings, including methodologies and tools for analyzing students' interactions with the aim to increase students' collaborative behaviors, performance and group organization. Researchers will find in this book the latest trends in these research topics, which gives them the opportunity to deepen further on the above issues and to extend their knowledge to other areas. Academics will find practical insights on how to use conceptual and experimental approaches in their daily tasks. Developers from CSCL community can be inspired and put in practice the proposed models and evaluate them for the specific purposes of their own work and context.
Book Synopsis Computational Intelligence in Digital Pedagogy by : Arpan Deyasi
Download or read book Computational Intelligence in Digital Pedagogy written by Arpan Deyasi and published by Springer Nature. This book was released on 2020-11-19 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a useful guide for the teaching fraternity, administrators and education technology professionals to make good use of AI across outcome-based technical education (OBTE) ecosystem and infuse innovations and affordable digital technologies to traditional pedagogic processes to make teaching-learning more independent of human factor (teacher/student quality), time and place and at the same time more impactful and enjoyable for the learners. Providing access to the digital media and learning tools (even to the extent of mobile apps) to the students would allow them to keep pace with innovations in learning technologies, learn according to their own pace and improve their understanding level and have instantaneous feedback and evaluation. The book explores these new challenges and scope of using computational intelligence in educational technology. The book also addresses how based on the data collected from the outcome of conventional educational system, intelligent diagnostic and feedback system is developed which will change the teaching strategies and corresponding teaching-learning process. The book covers a wider framework of digital pedagogy and its intelligent applications on various sectors of education system.
Book Synopsis Methodologies and Intelligent Systems for Technology Enhanced Learning, 13th International Conference by : Marcelo Milrad
Download or read book Methodologies and Intelligent Systems for Technology Enhanced Learning, 13th International Conference written by Marcelo Milrad and published by Springer Nature. This book was released on 2023-10-07 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Education is the cornerstone of any society; it serves as one of the foundations for many of its social values and characteristics. mis4TEL’23 promotes the interaction among the scientific community to discuss applications of Technology Enhanced Learning solutions targeting not only cognitive and social processes but also motivational, personality, or emotional factors. In addition, current trends concerning the use of artificial intelligence can help and augment learning opportunities for learners and educators. The 13th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning (mis4TEL’23) technical program includes 26 contributions (13 full papers and 13 short papers). mis4TEL’23 is hosted by the LASI and Centro Algoritmi of the University of Minho (Portugal). The authors would like to thank all the contributing authors, the members of the Program Committee, National Associations (AEPIA and APPIA), and the sponsors (AIR Institute and Camara Municipal de Guimarães).
Book Synopsis AI Injected e-Learning by : Matthew Montebello
Download or read book AI Injected e-Learning written by Matthew Montebello and published by Springer. This book was released on 2017-10-27 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews a blend of artificial intelligence (AI) approaches that can take e-learning to the next level by adding value through customization. It investigates three methods: crowdsourcing via social networks; user profiling through machine learning techniques, and personal learning portfolios using learning analytics. Technology and education have drawn closer together over the years as they complement each other within the domain of e-learning, and different generations of online education reflect the evolution of new technologies as researcher and developers continuously seek to optimize the electronic medium to enhance the effectiveness of e-learning. Artificial intelligence (AI) for e-learning promises personalized online education through a combination of different intelligent techniques that are grounded in established learning theories while at the same time addressing a number of common e-learning issues. This book is intended for education technologists and e-learning researchers as well as for a general readership interested in the evolution of online education based on techniques like machine learning, crowdsourcing, and learner profiling that can be merged to characterize the future of personalized e-learning.
Book Synopsis Handbook of Research on Faculty Development for Digital Teaching and Learning by : Elçi, Alev
Download or read book Handbook of Research on Faculty Development for Digital Teaching and Learning written by Elçi, Alev and published by IGI Global. This book was released on 2019-05-31 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Faculty development is currently practiced in a variety of approaches by individuals, committees, and centers of excellence. More research is needed to draw better benefit from these approaches in the impending digital world by taking advantage of digitally enabled teaching and learning. The Handbook of Research on Faculty Development for Digital Teaching and Learning offers holistic and multidisciplinary approaches to enhancing faculty effectiveness in teaching, boosting motivation, extending knowledge, expanding teaching behaviors, and disseminating skills in digital higher education settings. Featuring a broad range of topics such as faculty learning communities (FLCs), virtual learning environments, and professional development, this book is ideal for educators, educational technologists, curriculum developers, higher education staff, school administrators, principals, academicians, practitioners, and graduate students.
Book Synopsis Cognitive Computing in Technology-Enhanced Learning by : Lytras, Miltiadis D.
Download or read book Cognitive Computing in Technology-Enhanced Learning written by Lytras, Miltiadis D. and published by IGI Global. This book was released on 2019-05-31 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Various technologies and applications such as cognitive computing, artificial intelligence, and learning analytics have received increased attention in recent years. The growing demand behind their adoption and exploitation in different application contexts has captured the attention of learning technology specialists, computer engineers, and business researchers who are attempting to decipher the phenomenon of personalized e-learning, its relation to already conducted research, and its implications for new research opportunities that effect innovations in teaching. Cognitive Computing in Technology-Enhanced Learning is a critical resource publication that aims to demonstrate state-of-the-art approaches of advanced data mining systems in e-learning, such as MOOCs and other innovative technologies, to improve learning analytics, as well as to show how new and advanced user interaction designs, educational models, and adoptive strategies can expand sustainability in applied learning technologies. Highlighting a range of topics such as augmented reality, ethics, and online learning environments, this book is ideal for educators, instructional designers, higher education faculty, school administrators, academicians, researchers, and students.
Book Synopsis Intelligent Collaborative e-Learning Systems and Applications by : Thanasis Daradoumis
Download or read book Intelligent Collaborative e-Learning Systems and Applications written by Thanasis Daradoumis and published by Springer. This book was released on 2009-10-01 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Collaborative e-Learning Systems and Applications is a major research theme in CSCL and CSCW research community. It comprises a variety of research topics that focus on developing systems that are more powerful and flexible and also more adaptable to the learning process and thus provide better answers to the paradigmatic principles of on-line collaborative learning and work. The chapters collected in this book provide new insights, findings and approaches both on the analysis and the development of more powerful e-collaboration settings. Researchers will find in this book the latest trends in these research topics. On the other hand, academics will find practical insights on how to use conceptual and experimental approaches in their daily tasks. Finally, developers from CSCL community can be inspired and put in practice the proposed models and evaluate them for the specific purposes of their own work and context.
Book Synopsis Methodologies and Intelligent Systems for Technology Enhanced Learning by : Pierpaolo Vittorini
Download or read book Methodologies and Intelligent Systems for Technology Enhanced Learning written by Pierpaolo Vittorini and published by Springer. This book was released on 2017-05-30 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the outcomes of the 7th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning (MIS4TEL'17), hosted by the Polytechnic of Porto, Portugal from 21 to 23 June 2017. Expanding on the topics of the previous conferences, it provided an open forum for discussing intelligent systems for technology enhanced learning (TEL) and their roots in novel learning theories, empirical methodologies for their design or evaluation, stand-alone and web-based solutions, and makerspaces. It also fostered entrepreneurship and business startup ideas, bringing together researchers and developers from industry, education and the academic world to report on the latest scientific research, technical advances and methodologies.
Book Synopsis Artificial Intelligence Supported Educational Technologies by : Niels Pinkwart
Download or read book Artificial Intelligence Supported Educational Technologies written by Niels Pinkwart and published by Springer Nature. This book was released on 2020-04-29 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes a collection of expanded papers from the 2019 Sino-German Symposium on AI-supported educational technologies, which was held in Wuhan, China, March, 2019. The contributors are distinguished researchers from computer science and learning science. The contributions are organized in four sections: (1) Overviews and systematic perspectives , (2) Example Systems, (3) Algorithms, and (4) Insights gained from empirical studies. For example, different data mining and machine learning methods to quantify different profiles of a learner in different learning situations (including interaction patterns, cognitive modes, knowledge skills, interests and emotions etc.) as well as connections to measurements in psychology and learning sciences are discussed in the chapters.
Book Synopsis 2nd International Workshop on Evidence-based Technology Enhanced Learning by : Pierpaolo Vittorini
Download or read book 2nd International Workshop on Evidence-based Technology Enhanced Learning written by Pierpaolo Vittorini and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on Technology Enhanced Learning (TEL) investigates how information and communication technologies can be designed in order to support pedagogical activities. The Evidence Based Design (EBD) of a system bases its decisions on empirical evidence and effectiveness. The evidence-based TEL workshop (ebTEL) brings together TEL and EBD. The first edition of ebTEL collected contributions in the area of TEL from computer science, artificial intelligence, evidence-based medicine, educational psychology and pedagogy. Like the previous edition, this second edition, ebTEL’13, wants to be a forum in which TEL researchers and practitioners alike can discuss innovative evidence-based ideas, projects, and lessons related to TEL. The workshop took place in Salamanca, Spain, on May 22nd-24th 2013.
Book Synopsis Evolution of Teaching and Learning Paradigms in Intelligent Environment by : Raymond A. Tedman
Download or read book Evolution of Teaching and Learning Paradigms in Intelligent Environment written by Raymond A. Tedman and published by Springer. This book was released on 2011-04-07 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a fascinating window on the evolution of teaching and learning paradigms in intelligent environments. It presents the latest ideas coming out of educational computing research. The three Australian authors include a number of chapters on issues of real relevance to today’s teaching practice, including an introduction to the evolution of teaching and learning paradigms; why designers cannot be agnostic about pedagogy, and the influence of constructivist thinking in design of e-learning for HE.
Book Synopsis Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference by : Marco Temperini
Download or read book Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference written by Marco Temperini and published by Springer Nature. This book was released on 2022-11-23 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 12th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning was hosted by the University of L'Aquila and was held in L'Aquila (Italy) from July 13 to 15, 2022. The conference has established itself as a consolidated fertile forum where scholars and professionals from the international community, with a broad range of expertise in the TEL field, share results and compare experiences Technologies in TEL are capable of delivering smart, personalized, tailored, and motivating learning solutions. Methods are coming from different fields, such as education, psychology, medicine, computer science, and from diverse communities, where collaboration and co-working are used.
Book Synopsis Emerging Trends and Advanced Technologies for Computational Intelligence by : Liming Chen
Download or read book Emerging Trends and Advanced Technologies for Computational Intelligence written by Liming Chen and published by Springer. This book was released on 2016-06-06 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of extended chapters from the selected papers that were published in the proceedings of Science and Information (SAI) Conference 2015. It contains twenty-one chapters in the field of Computational Intelligence, which received highly recommended feedback during SAI Conference 2015 review process. During the three-day event 260 scientists, technology developers, young researcher including PhD students, and industrial practitioners from 56 countries have engaged intensively in presentations, demonstrations, open panel sessions and informal discussions.
Book Synopsis E-Learning Paradigms and Applications by : Mirjana Ivanović
Download or read book E-Learning Paradigms and Applications written by Mirjana Ivanović and published by Springer. This book was released on 2013-12-05 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching and learning paradigms have attracted increased attention especially in the last decade. Immense developments of different ICT technologies and services have paved the way for alternative but effective approaches in educational processes. Many concepts of the agent technology, such as intelligence, autonomy and cooperation, have had a direct positive impact on many of the requests imposed on modern e-learning systems and educational processes. This book presents the state-of-the-art of e-learning and tutoring systems and discusses their capabilities and benefits that stem from integrating software agents. We hope that the presented work will be of a great use to our colleagues and researchers interested in the e-learning and agent technology.
Book Synopsis Technology-Enhanced Learning by : Nicolas Balacheff
Download or read book Technology-Enhanced Learning written by Nicolas Balacheff and published by Springer Science & Business Media. This book was released on 2009-03-24 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology-enhanced learning is a timely topic, the importance of which is recognized by educational researchers, practitioners, software designers, and policy makers. This volume presents and discusses current trends and issues in technology-enhanced learning from a European research and development perspective. This multifaceted and multidisciplinary topic is considered from four different viewpoints, each of which constitutes a separate section in the book. The sections include general as well as domain-specific principles of learning that have been found to play a significant role in technology-enhanced environments, ways to shape the environment to optimize learners’ interactions and learning, and specific technologies used by the environment to empower learners. An additional section discusses the work presented in the preceding sections from a computer science perspective and an implementation perspective. This book comes out of the work in Kaleidoscope: a European Network of Excellence in which over 1,000 people from more than 90 institutes across Europe participate. Kaleidoscope brings together researchers from diverse disciplines and cultures, through their collaboration and sharing of scientific outcomes, they are helping move the field of technology-enhanced learning forward.
Book Synopsis Methodologies and Intelligent Systems for Technology Enhanced Learning, 11th International Conference by : Fernando De la Prieta
Download or read book Methodologies and Intelligent Systems for Technology Enhanced Learning, 11th International Conference written by Fernando De la Prieta and published by Springer Nature. This book was released on 2021-09-07 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: State-of-the-art and novel methodologies and technologies allow researchers, designers, and domain experts to pursue technology-enhanced learning (TEL) solutions targeting not only cognitive processes but also motivational, personality, or emotional factors. The International Conference in Methodologies and Intelligent Systems for Technology-Enhanced Learning (MIS4TEL'21) is hosted by the University of Salamanca and was held in Salamanca (Spain) from October 6–8, 2021. The annual appointment of MIS4TEL established itself as a consolidated fertile forum where scholars and professionals from the international community, with a broad range of expertise in the TEL field, share results and compare experiences. The calls for papers of the 11th edition of the conference welcomed novel research in TEL and expands on the topics of the previous editions: It solicited work from new research fields (ranging from artificial intelligence and agent-based systems to robotics, virtual reality, Internet of things and wearable solutions, among others) concerning methods and technological opportunities, and how they serve to create novel approaches to TEL, innovative TEL solutions, and valuable TEL experiences.
