Advances in Multimodal Learning: Pedagogies, Technologies, and Analytics
| Author | : Heng Luo |
| Publisher | : Frontiers Media SA |
| Total Pages | : 196 |
| Release | : 2023-11-15 |
| Genre | : Science |
| ISBN | : 2832539173 |
Advances In Multimodal Learning Pedagogies Technologies And Analytics
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Innovative Learning Environments in STEM Higher Education
| Author | : Jungwoo Ryoo |
| Publisher | : Springer Nature |
| Total Pages | : 148 |
| Release | : 2021-03-11 |
| Genre | : Social Science |
| ISBN | : 303058948X |
As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning environments (ILEs) in higher education STEM disciplines in their pioneering project: eXploring the Future of Innovative Learning Environments (X-FILEs). Workshop participants evaluated four main ILE categories: personalized and adaptive learning, multimodal learning formats, cross/extended reality (XR), and artificial intelligence (AI) and machine learning (ML). This open access book gathers the perspectives expressed during the X-FILEs workshop and its follow-up activities. It is designed to help inform education policy makers, researchers, developers, and practitioners about the adoption and implementation of ILEs in higher education.
Machine Learning Paradigms
| Author | : Maria Virvou |
| Publisher | : Springer |
| Total Pages | : 230 |
| Release | : 2019-03-16 |
| Genre | : Technology & Engineering |
| ISBN | : 3030137430 |
This book presents recent machine learning paradigms and advances in learning analytics, an emerging research discipline concerned with the collection, advanced processing, and extraction of useful information from both educators’ and learners’ data with the goal of improving education and learning systems. In this context, internationally respected researchers present various aspects of learning analytics and selected application areas, including: • Using learning analytics to measure student engagement, to quantify the learning experience and to facilitate self-regulation; • Using learning analytics to predict student performance; • Using learning analytics to create learning materials and educational courses; and • Using learning analytics as a tool to support learners and educators in synchronous and asynchronous eLearning. The book offers a valuable asset for professors, researchers, scientists, engineers and students of all disciplines. Extensive bibliographies at the end of each chapter guide readers to probe further into their application areas of interest.
Handbook of Research on Integrating Technology Into Contemporary Language Learning and Teaching
| Author | : Zou, Bin |
| Publisher | : IGI Global |
| Total Pages | : 660 |
| Release | : 2018-02-23 |
| Genre | : Education |
| ISBN | : 1522551417 |
Technology has become an integral part of our everyday lives. As today’s teachers prepare to instruct a new generation of students, the question is no longer whether technology should be integrated into the classroom, but “how?” The Handbook of Research on Integrating Technology Into Contemporary Language Learning and Teaching is a critical scholarly publication that examines the relationship between language education and technology and the ability to improve language education through technological advances. Featuring coverage on a wide range of topics, such as computer-assisted language learning, flipped instruction, and teacher education, this publication is geared toward researchers, practitioners, and education professionals seeking relevant research on the improvement of language education through the use of technology.
Medical Applications of Intelligent Data Analysis: Research Advancements
| Author | : Magdalena-Benedito, Rafael |
| Publisher | : IGI Global |
| Total Pages | : 386 |
| Release | : 2012-06-30 |
| Genre | : Computers |
| ISBN | : 1466618043 |
"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
Contemporary Technologies in Education
| Author | : Olusola O. Adesope |
| Publisher | : Springer |
| Total Pages | : 268 |
| Release | : 2018-11-08 |
| Genre | : Education |
| ISBN | : 3319896806 |
This edited volume provides a critical discussion of theoretical, methodological, and practical developments of contemporary forms of educational technologies. Specifically, the book discusses the use of contemporary technologies such as the Flipped Classroom (FC), Massive Open Online Course (MOOC), Social Media, Serious Educational Games (SEG), Wikis, innovative learning software tools, and learning analytic approach for making sense of big data. While some of these contemporary educational technologies have been touted as panaceas, researchers and developers have been faced with enormous challenges in enhancing the use of these technologies to arouse student attention and improve persistent motivation, engagement, and learning. Hence, the book examines how contemporary technologies can engender student motivation and result in improved engagement and learning. Each chapter also discusses the road ahead and where appropriate, uses the current trend to predict future affordances of technologies.
Pedagogy and Psychology in Digital Education
| Author | : Stefanie Yen Leng Chye |
| Publisher | : Springer Nature |
| Total Pages | : 267 |
| Release | : 2023-07-31 |
| Genre | : Education |
| ISBN | : 9819921074 |
This book brings together latest research which explores the intersection between educational psychology and educational technology. It consolidates contemporary research on the psychological dimension of technology-based learning, and how new learning technologies can impact learners. More specifically, it provides a better understanding of the affordances of technology-based learning, and how they impact the cognitive and affective processes of learners, facilitate new pedagogical approaches, and transform learning environments. It discusses how technology can be used to develop twenty-first-century competencies such as creativity, critical thinking, problem-solving skills, digital literacy, reflection, and lifelong learning, and explores the pitfalls, challenges and dangers therein.
Advanced Methodologies and Technologies in Modern Education Delivery
| Author | : Khosrow-Pour, D.B.A., Mehdi |
| Publisher | : IGI Global |
| Total Pages | : 1163 |
| Release | : 2018-09-21 |
| Genre | : Education |
| ISBN | : 1522573666 |
Recent innovations and new technologies in education have altered the way teachers approach instruction and learning and can provide countless advantages. The pedagogical value of specific technology tools and the cumulative effects of technology exposure on student learning over time are two areas that need to be explored to better determine the improvements needed in the modern classroom. Advanced Methodologies and Technologies in Modern Education Delivery provides emerging research on educational models in the continually improving classroom. While highlighting the challenges facing modern in-service and pre-service teachers when educating students, readers will learn information on new methods in curriculum development, instructional design, and learning assessments to implement within their classrooms. This book is a vital resource for pre-service and in-service teachers, teacher education professionals, higher education administrative professionals, and researchers interested in new curriculum development.
Artificial Intelligence in STEM Education
| Author | : Fan Ouyang |
| Publisher | : CRC Press |
| Total Pages | : 396 |
| Release | : 2022-12-29 |
| Genre | : Education |
| ISBN | : 1000814718 |
Artificial intelligence (AI) opens new opportunities for STEM education in K-12, higher education, and professional education contexts. This book summarizes AI in education (AIED) with a particular focus on the research, practice, and technological paradigmatic shifts of AIED in recent years. The 23 chapters in this edited collection track the paradigmatic shifts of AIED in STEM education, discussing how and why the paradigms have shifted, explaining how and in what ways AI techniques have ensured the shifts, and envisioning what directions next-generation AIED is heading in the new era. As a whole, the book illuminates the main paradigms of AI in STEM education, summarizes the AI-enhanced techniques and applications used to enable the paradigms, and discusses AI-enhanced teaching, learning, and design in STEM education. It provides an adapted educational policy so that practitioners can better facilitate the application of AI in STEM education. This book is a must-read for researchers, educators, students, designers, and engineers who are interested in the opportunities and challenges of AI in STEM education.
Perspectives on Learning Analytics for Maximizing Student Outcomes
| Author | : Durak, Gürhan |
| Publisher | : IGI Global |
| Total Pages | : 479 |
| Release | : 2023-10-24 |
| Genre | : Education |
| ISBN | : 1668495287 |
Maximizing student outcomes in education presents a significant challenge, as traditional assessment methods often fall short in providing actionable insights for improvement. Perspectives on Learning Analytics for Maximizing Student Outcomes addresses this challenge by offering a comprehensive solution. Edited by esteemed scholars Gürhan Durak and Serkan Çankaya, this book provides innovative knowledge and practical experiences on emerging technologies and processes in learning analytics. It covers topics such as data collection, visualization, predictive analytics, and ethical considerations, serving as a guide for academic scholars, technology enthusiasts, and educational institutions. This book empowers professionals and researchers to leverage learning analytics effectively, enabling data-informed decision-making, improved teaching practices, and tailored educational programs. By presenting best practices and future directions, it equips readers with the necessary tools to optimize learning environments and drive student success. With a focus on the transformative potential of learning analytics, this book propels education toward a more efficient and effective system that prioritizes student outcomes.
