Data Analytics And Adaptive Learning
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Data Analytics And Adaptive Learning
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Author : Patsy D. Moskal
language : en
Publisher: Taylor & Francis
Release Date : 2023-08-25
Data Analytics And Adaptive Learning written by Patsy D. Moskal and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-25 with Education categories.
Data Analytics and Adaptive Learning offers new insights into the use of emerging data analysis and adaptive techniques in multiple learning settings. In recent years, both analytics and adaptive learning have helped educators become more responsive to learners in virtual, blended, and personalized environments. This set of rich, illuminating, international studies spans quantitative, qualitative, and mixed-methods research in higher education, K–12, and adult/continuing education contexts. By exploring the issues of definition and pedagogical practice that permeate teaching and learning and concluding with recommendations for the future research and practice necessary to support educators at all levels, this book will prepare researchers, developers, and graduate students of instructional technology to produce evidence for the benefits and challenges of data-driven learning.
Data Analytics And Adaptive Learning
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Author : Patsy D. Moskal
language : en
Publisher:
Release Date : 2023
Data Analytics And Adaptive Learning written by Patsy D. Moskal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with EDUCATION categories.
"Data Analytics and Adaptive Learning offers new insights into the use of emerging data analysis and adaptive techniques in multiple learning settings. In recent years, both analytics and adaptive learning have helped educators become more responsive to learners in virtual, blended, and personalized environments. This set of rich, illuminating, international studies spans quantitative, qualitative, and mixed-methods research in higher education, K-12, and adult/continuing education contexts. By exploring the issues of definition and pedagogical practice that permeate teaching and learning and concluding with recommendations for the future research and practice necessary to support educators at all levels, this book will prepare researchers, developers, and graduate students of instructional technology to produce evidence for the benefits and challenges of data-driven learning"--
Advancing The Power Of Learning Analytics And Big Data In Education
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Author : Azevedo, Ana
language : en
Publisher: IGI Global
Release Date : 2021-03-19
Advancing The Power Of Learning Analytics And Big Data In Education written by Azevedo, Ana and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-19 with Education categories.
The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.
The Digital Academic
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Author : Deborah Lupton
language : en
Publisher: Routledge
Release Date : 2017-08-07
The Digital Academic written by Deborah Lupton and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-07 with Social Science categories.
Academic work, like many other professional occupations, has increasingly become digitised. This book brings together leading scholars who examine the impacts, possibilities, politics and drawbacks of working in the contemporary university, using digital technologies. Contributors take a critical perspective in identifying the implications of digitisation for the future of higher education, academic publishing protocols and platforms and academic employment conditions, the ways in which academics engage in their everyday work and as public scholars and relationships with students and other academics. The book includes accounts of using digital media and technologies as part of academic practice across teaching, research administration and scholarship endeavours, as well as theoretical perspectives. The contributors span the spectrum of early to established career academics and are based in education, research administration, sociology, digital humanities, media and communication.
Learning Analytics Explained
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Author : Niall Sclater
language : en
Publisher: Taylor & Francis
Release Date : 2017-02-17
Learning Analytics Explained written by Niall Sclater and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-17 with Education categories.
Learning Analytics Explained draws extensively from case studies and interviews with experts in order to discuss emerging applications of the new field of learning analytics. Educational institutions increasingly collect data on students and their learning experiences, a practice that helps enhance courses, identify learners who require support, and provide a more personalized learning experience. There is, however, a corresponding need for guidance on how to carry out institutional projects, intervene effectively with students, and assess legal and ethical issues. This book provides that guidance while also covering the evolving technical architectures, standards, and products within the field.
International Large Scale Assessments In Education
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Author : Bryan Maddox
language : en
Publisher: Bloomsbury Publishing
Release Date : 2018-11-29
International Large Scale Assessments In Education written by Bryan Maddox and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-29 with Education categories.
This book explores the often controversial international large-scale assessments (ILSAs) in education and offers research-based accounts of international testing as a social practice. Assessment exercises, such as the Organisation for Economic Co-operation and Development's Programme for International Student Assessment (PISA), produce comparable international statistics and rankings on educational performance, and are influential practices that shape educational policy on a global scale. The chapters in this volume, written by expert researchers in the field, take the reader behind the scenes to document a broad range of ILSA practices – from the recruitment of countries into ILSAs, to the production and performance of large-scale testing, and the management, media reception and use of test data. Based on data that is only available to expert researchers with inside access, the international case study material includes examples from Australia, Ecuador, Germany, Japan, Mexico, Norway, Russia, Scotland, Slovenia, Sweden, the UK and the USA. The volume provides important insights for teachers, researchers and policy-makers who use and study assessment data and who wish to evaluate its significance for educational policy and practice.
Education Governance And Social Theory
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Author : Andrew Wilkins
language : en
Publisher: Bloomsbury Publishing
Release Date : 2018-10-04
Education Governance And Social Theory written by Andrew Wilkins and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-04 with Education categories.
The study of 'education governance' is a significant area of research in the twenty-first century concerned with the changing organisation of education systems, relations and processes against the background of wider political and economic developments occurring nationally and globally. In Education Governance and Social Theory these important issues are critically examined through a range of innovative theoretical perspectives and methodological approaches to assist in guiding those interested in better understanding and engaging with education governance as an object of critical inquiry and a tool or method of research. With contributions from an international line-up of academics, the book judiciously combines theory and methodologies with case study material taken from diverse geo-political settings to help frame and enrich our understanding of education governance. This is a theoretically and empirically rich resource for those who wish to research education governance and its multifarious operations, conditions and effects, but are not sure how to do so. It will therefore appeal to readers who have a strong interest in the practical application of social theory to making sense of the complex changes underway in education across the globe.
A Beginner S Guide To Introduce Artificial Intelligence In Teaching And Learning
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Author : Muralidhar Kurni
language : en
Publisher: Springer Nature
Release Date : 2023-06-28
A Beginner S Guide To Introduce Artificial Intelligence In Teaching And Learning written by Muralidhar Kurni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-28 with Education categories.
This book reimagines education in today’s Artificial Intelligence (AI) world and the Fourth Industrial Revolution. Artificial intelligence will drastically affect every industry and sector, and education is no exception. This book aims at how AI may impact the teaching and learning process in education. This book is designed to demystify AI for teachers and learners. This book will help improve education and support institutions in the phenomena of the emergence of AI in teaching and learning. This book presents a comprehensive study of how AI improves teaching and learning, from AI-based learning platforms to AI-assisted proctored examinations. This book provides educators, learners, and administrators on how AI makes sense in their everyday practice. Describing the application of AI in ten key aspects, this comprehensive volume prepares educational leaders, designers, researchers, and policymakers to effectively rethink the teaching and learning process and environments that students need to thrive. The readers of this book never fall behind the fast pace and promising innovations of today’s most advanced learning technology.
Ict Revolutionizing Education
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Author : KHRITISH SWARGIARY
language : en
Publisher: GOOGLE
Release Date : 2024-06-01
Ict Revolutionizing Education written by KHRITISH SWARGIARY and has been published by GOOGLE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-01 with Education categories.
ICT Revolutionizing Education
Big Data In Education
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Author : Ben Williamson
language : en
Publisher: SAGE
Release Date : 2017-07-24
Big Data In Education written by Ben Williamson and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-24 with Education categories.
Big data has the power to transform education and educational research. Governments, researchers and commercial companies are only beginning to understand the potential that big data offers in informing policy ideas, contributing to the development of new educational tools and innovative ways of conducting research. This cutting-edge overview explores the current state-of-play, looking at big data and the related topic of computer code to examine the implications for education and schooling for today and the near future. Key topics include: · The role of learning analytics and educational data science in schools · A critical appreciation of code, algorithms and infrastructures · The rise of ‘cognitive classrooms’, and the practical application of computational algorithms to learning environments · Important digital research methods issues for researchers This is essential reading for anyone studying or working in today′s education environment!