Advancing The Power Of Learning Analytics And Big Data In Education
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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.
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!
Future Oriented Learning And Skills Development For Employability
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Author : Ai Noi Lee
language : en
Publisher: Springer Nature
Release Date : 2024-12-14
Future Oriented Learning And Skills Development For Employability written by Ai Noi Lee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-14 with Education categories.
This book examines evolving trends in pre-employment and continuing education, focusing on how formal learning affects learners’ skills, career motivation, and work readiness. It also addresses adult workers’ skills development, continuous training and workplace learning, highlighting key enablers, barriers and factors influencing their motivation and employability. Drawing on insights from experienced scholars and practitioners from Singapore and some Asia-Pacific contexts, including Australia, Bangladesh, and China, the book uniquely integrates the synergy between pre-employment and continuing education, offering a deeper understanding of their interconnectedness in fostering a sustainable workforce. As a comprehensive resource, it provides valuable insights for advancing higher education, vocational training, continuing education, workplace learning, and workforce development.
Handbook Of Research On Emerging Pedagogies For The Future Of Education Trauma Informed Care And Pandemic Pedagogy
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Author : Bozkurt, Aras
language : en
Publisher: IGI Global
Release Date : 2021-06-04
Handbook Of Research On Emerging Pedagogies For The Future Of Education Trauma Informed Care And Pandemic Pedagogy written by Bozkurt, Aras and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-04 with Education categories.
The COVID-19 pandemic caused educational institutions to close for the safety of students and staff and to aid in prevention measures around the world to slow the spread of the outbreak. Closures of schools and the interruption of education affected billions of enrolled students of all ages, leading to nearly the entire student population to be impacted by these measures. Consequently, this changed the educational landscape. Emergency remote education (ERE) was put into practice to ensure the continuity of education and caused the need to reinterpret pedagogical approaches. The crisis revealed flaws within our education systems and exemplified how unprepared schools were for the educational crisis both in K-12 and higher education contexts. These shortcomings require further research on education and emerging pedagogies for the future. The Handbook of Research on Emerging Pedagogies for the Future of Education: Trauma-Informed, Care, and Pandemic Pedagogy evaluates the interruption of education, reports best-practices, identifies the strengths and weaknesses of educational systems, and provides a base for emerging pedagogies. The book provides an overview of education in the new normal by distilling lessons learned and extracting the knowledge and experience gained through the COVID-19 global crisis to better envision the emerging pedagogies for the future of education. The chapters cover various subjects that include mathematics, English, science, and medical education, and span all schooling levels from preschool to higher education. The target audience of this book will be composed of professionals, researchers, instructional designers, decision-makers, institutions, and most importantly, main-actors from the educational landscape interested in interpreting the emerging pedagogies and future of education due to the pandemic.
Handbook Of Research On The Global Empowerment Of Educators And Student Learning Through Action Research
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Author : Slapac, Alina
language : en
Publisher: IGI Global
Release Date : 2021-05-07
Handbook Of Research On The Global Empowerment Of Educators And Student Learning Through Action Research written by Slapac, Alina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-07 with Education categories.
The year 2020 brought an unprecedented worldwide health crisis through the COVID-19 pandemic that has been affecting all sectors, including education. There were questions surrounding the effectiveness of online trainings for teachers, online teaching practices, the motivation and engagement of students, and the quality of learning and education in these times. Action research emerged to address these concerns, being a systematic process of inquiry using reflection within a cyclical model of planning, acting, implementing, evaluating, and continuous reflection. This method of research is employed with the expertise and passion from educators to better enhance online practices and education while using authentic learning and experiences. Using collaboration, social advocacy, and action research, there is the opportunity to advance teaching for students, families, and communities without a physical context involved. The Handbook of Research on the Global Empowerment of Educators and Student Learning Through Action Research explores successful teaching and learning skills through the method of action research and intersects it with online learning in order to uncover best teaching practices in online platforms. This book showcases educational professionals’ action research for solutions in advancing teaching and learning, the practical benefits of action research, recommendations for improving online teaching and learning, and a focus on professional growth as well as social justice advocacy. It highlights important topics including student learning, teacher collaboration, authentic learning, advocacy, and action research in both K-12 and higher education settings. This book is ideal for inservice and preservice teachers, administrators, teacher educators, practitioners, researchers, academicians, and students interested in how action research is improving and advancing knowledge on the best teaching practices for online education.
Re Envisioning And Restructuring Blended Learning For Underprivileged Communities
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Author : Bosch, Chantelle
language : en
Publisher: IGI Global
Release Date : 2021-05-14
Re Envisioning And Restructuring Blended Learning For Underprivileged Communities written by Bosch, Chantelle and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-14 with Education categories.
Challenges in the educational arena are not new phenomena. However, with the recent outbreak of the COVID-19 pandemic, researchers and educators have been made even more aware of the need for a paradigm shift in education. Blended learning, as opposed to fully online learning or traditional face-to-face teaching, has been well-researched and has been found to have the potential to provide better educational solutions in challenging contexts. These contexts range from pandemic situations where social distancing is the order of the day to financial and time constraints regarding full-time study, as well as limited physical capacity at institutions. Blended learning solutions are often designed for resourceful institutions and cannot be easily implemented in developing countries and in communities where resources are limited. Typical issues like connectivity, accessibility, lack of suitable devices, and affordability need to be taken into consideration and in cognizance of blended learning interventions. These challenges are often neglected in blended learning research but are critical discussions to be had. Re-Envisioning and Restructuring Blended Learning for Underprivileged Communities shares how institutions in the developing world and less privileged communities have re-imagined and restructured blended education to enhance teaching and learning for underprivileged communities. This book aims to address blended learning solutions across institutional, program, course, and activity levels. The chapters will cover a variety of learning environments, from rural settings to less developed countries and more, and explore the programs and courses designed to improve student success and accessibility in diverse student populations. This book is ideally intended for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students who are interested in blended learning opportunities in less-privileged settings and to underserved and marginalized populations.
Internet Of Things And Fog Computing Enabled Solutions For Real Life Challenges
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Author : Anil Saroliya
language : en
Publisher: CRC Press
Release Date : 2022-12-29
Internet Of Things And Fog Computing Enabled Solutions For Real Life Challenges written by Anil Saroliya and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-29 with Technology & Engineering categories.
In today’s world, the use of technology is growing rapidly, and people need effective solutions for their real-life problems. This book discusses smart applications of associated technologies to develop cohesive and comprehensive solutions for the betterment of humankind. It comprehensively covers the effective use of the Internet of Things (IoT), wireless sensor network, wearable sensors, body area network, cloud computing, and distributed computing methodologies. The book comprehensively covers IoT and fog computing sensor supported technologies or protocols including web of things, near-field communication, 6LoWPAN, LoRAWAN, XMPP, DDS, LwM2M, Mesh Protocol, and radio-frequency identification. The book- Discusses smart applications to develop cohesive and comprehensive solutions for real-life problems. Covers analytical descriptions with appropriate simulation and prototype models. Examines the role of IoT and fog computing technologies during global emergency situations. Discusses key technologies including cloud computing, 5G communication, big data, artificial intelligence, control systems, and wearable sensors. The text is primarily written for graduate students, and academic researchers working in diverse fields of electrical engineering, biomedical engineering, electronics and communication engineering, computer engineering, and information technology.
Handbook Of Research On Analyzing It Opportunities For Inclusive Digital Learning
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Author : Ordóñez de Pablos, Patricia
language : en
Publisher: IGI Global
Release Date : 2021-06-18
Handbook Of Research On Analyzing It Opportunities For Inclusive Digital Learning written by Ordóñez de Pablos, Patricia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-18 with Education categories.
The outbreak of the pandemic around the world came with national measures to deal with the health emergency that caused and will continue to cause important disruption in education for students, teachers, and policymakers. Digital technologies can provide innovative solutions that can prevent the negative effects of lockdowns of countries and regions on education. It is important to analyze digital solutions and experiences for distance learning and to better understand the available resources and best practices to deal effectively with the challenges of digital learning for both learners and academic staff. It is important that countries promote digital excellence and explore the opportunities that information technologies can provide to education institutions, especially in the post-pandemic scenario, and the major transformations it will bring to citizens, societies, and economies. The Handbook of Research on Analyzing IT Opportunities for Inclusive Digital Learning explores the new demands of labor markets in the digital economy, how educational institutions can respond to these new opportunities and threats, the development of new teaching and learning methods, and finally, the development of digital skills and competences. It also discusses the challenges and opportunities caused by the pandemic in the area of education and how information technologies can transform education and develop a new workforce with the required digital skills and competences and knowledge to fit the post-pandemic labor market. This book highlights topics including knowledge management systems, learning technologies, personalized learning, and more within the context of diverse student populations. It is a valuable reference tool for academics, researchers, lecturers, decision makers, policymakers, and practitioners interested in new theories, research findings, and case studies for understanding inclusive digital learning and the opportunities for digital technologies in education.
Challenges And Opportunities For The Global Implementation Of E Learning Frameworks
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Author : Khan, Badrul H.
language : en
Publisher: IGI Global
Release Date : 2021-02-19
Challenges And Opportunities For The Global Implementation Of E Learning Frameworks written by Khan, Badrul H. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-19 with Education categories.
As schools continue to explore the transition from traditional education to teaching and learning online, new instructional design frameworks are needed that can support with the development of e-learning content. The e-learning frameworks examined within this book have eight dimensions: (1) institutional, (2) pedagogical, (3) technological, (4) interface design, (5) evaluation, (6) management, (7) resource support, and (8) ethical. Each of these dimensions contains a group of concerns or issues that need to be examined to assess and develop an institutions e-capability in order to introduce the best e-learning practices. Challenges and Opportunities for the Global Implementation of E-Learning Frameworks presents global perspectives on the latest best practices and success stories of institutions that were able to effectively implement e-learning frameworks. An e-learning framework is used as a guide to examine e-learning practices in countries around the globe to reflect on opportunities and challenges for implementing quality learning. In this book, therefore, tips for success factors and issues relevant to failures will be presented along with an analysis of similarities and differences between several countries and educational lessons. While highlighting topics such as course design and development, ICT use in the classroom, and e-learning for different subjects, this book is ideal for university leaders, practitioners in e-learning, continuing education institutions, government agencies, course developers, in-service and preservice teachers, administrators, practitioners, stakeholders, researchers, academicians, and students seeking knowledge on how e-learning frameworks are being implemented across the globe.
Handbook Of Research On Applying Universal Design For Learning Across Disciplines Concepts Case Studies And Practical Implementation
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Author : Fovet, Frederic
language : en
Publisher: IGI Global
Release Date : 2021-01-22
Handbook Of Research On Applying Universal Design For Learning Across Disciplines Concepts Case Studies And Practical Implementation written by Fovet, Frederic and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-22 with Education categories.
Universal design for learning (UDL) has been hailed for over a decade as a revolutionary lens that allows campuses to shift their efforts to create inclusive environments. In recent years, UDL has gone beyond the field of disability and been explored with regards to international and indigenous students. There is now a sizable body of literature that details the benefits of implementing UDL in higher education, as well as a number of emerging studies examining the strategic challenges of developing UDL across institutions. There is, however, still a relative paucity of research discussing the transformation of instruction or assessment in concrete terms. Therefore, there is a necessity for research and information on UDL that has already been implemented in classrooms and the practical examples of what this process of transformation looks like. The Handbook of Research on Applying Universal Design for Learning Across Disciplines: Concepts, Case Studies, and Practical Implementation offers practical examples of UDL having successfully been embedded in courses within various disciplines and classroom formats, as well as across the undergraduate and graduate sectors. The chapters provide case studies and concrete examples of what the UDL reflection on practice might look like in specific faculties and departments. While highlighting UDL in areas such as educational technology, student engagement, assignment design, and inclusive education, this book is ideally intended for inservice and preservice teachers, administrators, teacher educators, higher education professors and leaders, practitioners, researchers, academicians, and students interested in the integration of UDL into strategic academic plans.