Emerging Trends In Learning Analytics
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Emerging Trends In Learning Analytics
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Author :
language : en
Publisher: BRILL
Release Date : 2019-05-07
Emerging Trends In Learning Analytics written by and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-07 with Education categories.
The term 'learning analytics' is defined as the measurement, collection, analysis, and reporting of information about learners and their contexts for the purposes of understanding and optimizing learning. In recent years learning analytics has emerged as a promising area of research that trails the digital footprint of the learners and extracts useful knowledge from educational databases to understand students’ progress and success. With the availability of an increased amount of data, potential benefits of learning analytics can be far-reaching to all stakeholders in education including students, teachers, leaders, and policymakers. Educators firmly believe that, if properly harnessed, learning analytics will be an indispensable tool to enhance the teaching-learning process, narrow the achievement gap, and improve the quality of education. Many investigations have been carried out and disseminated in the literature and studies related to learning analytics are growing exponentially. This book documents recent attempts to conduct systematic, prodigious and multidisciplinary research in learning analytics and present their findings and identify areas for further research and development. The book also unveils the distinguished and exemplary works by educators and researchers in the field highlighting the current trends, privacy and ethical issues, creative and unique approaches, innovative methods, frameworks, and theoretical and practical aspects of learning analytics. Contributors are: Arif Altun, Alexander Amigud, Dongwook An, Mirella Atherton, Robert Carpenter, Martin Ebner, John Fritz, Yoshiko Goda, Yasemin Gulbahar, Junko Handa, Dirk Ifenthaler, Yumi Ishige, Il-Hyun Jo, Kosuke Kaneko, Selcan Kilis, Daniel Klasen, Mehmet Kokoç, Shin'ichi Konomi, Philipp Leitner, ChengLu Li, Min Liu, Karin Maier, Misato Oi, Fumiya Okubo, Xin Pan, Zilong Pan, Clara Schumacher, Yi Shi, Atsushi Shimada, Yuta Taniguchi, Masanori Yamada, and Wenting Zou.
Education In Emerging Global Society
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Author : Justus Macias
language : en
Publisher: Scientific e-Resources
Release Date : 2019-05-06
Education In Emerging Global Society written by Justus Macias and has been published by Scientific e-Resources this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-06 with categories.
Education has always played an important role in shaping the destinies of societies through development of the whole individual. It is the most powerful instrument for achieving goals of economic development, technological progress and also for establishing social cohesion. Education is a dynamic process, changing with the prevailing Socio-Politico-Economic conditions and fast expanding knowledge over the years. In the recent years the need for reconstructing education has been felt acutely. The present book is a modest effort in this direction. It makes an in depth study of emerging issues unraveling relationships between education and development in Indian society. Quickly outlining the concept and nature of education, it presents in detail its approaches and dimensions, history and development. It analytically studies the trends, processes, ideals and philosophy of education against the backdrop of Indian society. It brings to light the elements, mission and aspirations of Indian society. The book is undoubtedly an authentic source for all information on education. Basic in language and lucid in style, the book is concise and easily comprehensible.
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.
International Handbook On Education Development In The Asia Pacific
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Author : Wing On Lee
language : en
Publisher: Springer Nature
Release Date : 2023-11-20
International Handbook On Education Development In The Asia Pacific written by Wing On 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 2023-11-20 with Education categories.
The Springer International Handbook of Educational Development in Asia Pacific breaks new ground with a comprehensive, fine-grained and diverse perspective on research and education development throughout the Asia Pacific region. In 13 sections and 127 chapters, the Handbook delves into a wide spectrum of contemporary topics including educational equity and quality, language education, learning and human development, workplace learning, teacher education and professionalization, higher education organisations, citizenship and moral education, and high performing education systems. The Handbook is grounded in specific Asia Pacific contexts and scholarly traditions, using unique country-specific narratives, for example, Vietnam and Melanesia, and socio-cultural investigations through lenses such as language identity or colonisation, while offering parallel academic discourse and analyses framed by broader policy commentary from around the world.
Methods For Researching Professional Learning And Development
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Author : Michael Goller
language : en
Publisher: Springer Nature
Release Date : 2022-08-30
Methods For Researching Professional Learning And Development written by Michael Goller and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-30 with Education categories.
This volume provides alternatives for tackling existing empirical, methodological, and analytical challenges. It does so by providing a broad overview of less established, as well as emerging methods, which are of great relevance for current research on professional learning and development. As such, it offers a comprehensive collection of state-of-the-art methodologies and future directions within the workplace learning and professional development research. By describing these novel approaches and providing empirical illustrations, the book promotes innovative methodologies for investigating professional learning and development. It also supports scholars to understand upcoming empirical research and methods and encourages novice as well as established researchers to adopt new empirical strategies beyond traditional ones that have the potential to enrich a better understanding of professional learning and development.
Real World Applications Of Ai Innovation
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Author : Mallik, Saurav
language : en
Publisher: IGI Global
Release Date : 2024-12-02
Real World Applications Of Ai Innovation written by Mallik, Saurav and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Computers categories.
Artificial intelligence (AI) innovation works to transform various sectors, driving efficiency, enhancing decision-making, and creating new opportunities for growth. From healthcare and finance to agriculture and entertainment, real-world applications of AI are demonstrating its potential to solve complex problems and improve everyday life. As these technologies continue to evolve, further exploration into the integration of AI into different fields may allow for a more efficient, sustainable, and innovative future. Real-World Applications of AI Innovation explores the latest advancements and practical applications of artificial intelligence across various domains. It delves into cutting-edge AI methodologies, algorithms, and technologies, providing readers with a deep understanding of the current landscape and future trends in AI research and development. This book covers topics such as smart farming, machine learning, and deep neural networks, and is a useful resource for computer engineers, scientists, medical professionals, agriculturalists, educators, researchers, academicians, and business owners.
Emergent Practices Of Learning Analytics In K 12 Classrooms
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Author : Kavaklı Ulutaş, Nurdan
language : en
Publisher: IGI Global
Release Date : 2023-12-29
Emergent Practices Of Learning Analytics In K 12 Classrooms written by Kavaklı Ulutaş, Nurdan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Education categories.
In the world of education, technology has revolutionized teaching and learning practices globally. However, the widespread adoption of technology, especially in response to Covid-19, has led to a deluge of data from students' digital footprints. The challenge lies in effectively using this data through learning analytics (LA) to optimize K-12 classroom practices. Emergent Practices of Learning Analytics in K-12 Classrooms, edited by Dr. Nurdan Kavaklı Ulutaş and Dr. Devrim Höl offers a comprehensive solution to these challenges. This book gathers academic scholars to explore practical perspectives on applying learning analytics in K-12 classrooms, combining qualitative and quantitative methodologies. Addressing topics such as predictive analytics, ethical considerations, and future directions, it empowers educators to make data-driven decisions, creating engaging learning experiences for improved student outcomes. By embracing the insights and recommendations presented in this book, academic scholars can confidently navigate the realm of learning analytics and shape the future of K-12 education.
Digital Transformation In Education Emerging Markets And Opportunities
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Author : Chitra Krishnan
language : en
Publisher: Bentham Science Publishers
Release Date : 2023-03-24
Digital Transformation In Education Emerging Markets And Opportunities written by Chitra Krishnan and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-24 with Education categories.
The widespread digitalization of all aspects of life, including the disruption caused by the Internet and the invasion by artificial intelligence, necessitates rethinking educational transformation processes. The broader purpose of the digital transformation of education is to develop an effective educational system that fits the needs of the digital economy and guarantees easy access to information for stakeholders in this sector. Digital Transformation in Education: Emerging Markets and Opportunities provides a comprehensive understanding of the emergence and evolution of digital technologies and artificial intelligence in the field of education. It presents 12 reviews that shed light on the various advantages and drawbacks of digital technology along with the opportunities and markets that are emerging because of such a digital education transition. Each chapter is written by a group of distinguished contributors and presents a detailed literature review, methodology (where appropriate), discussion and reference list. The book content equips educators at all levels with essential information required to adapt to educational technology in order to improve teaching, student support and learning outcomes. This book is an informative resource for postgraduate scholars, academics, policymakers, educators, and researchers in pedagogy, learning theory, digital learning, communication and education research.
Artificial Intelligence Supported Educational Technologies
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Author : Niels Pinkwart
language : en
Publisher: Springer Nature
Release Date : 2020-04-29
Artificial Intelligence Supported Educational Technologies written by Niels Pinkwart and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-29 with Education categories.
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.
Emerging Threats And Countermeasures In Cybersecurity
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Author : Gulshan Shrivastava
language : en
Publisher: John Wiley & Sons
Release Date : 2024-12-24
Emerging Threats And Countermeasures In Cybersecurity written by Gulshan Shrivastava and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Computers categories.
This book is an essential resource for anyone seeking to stay ahead in the dynamic field of cybersecurity, providing a comprehensive toolkit for understanding and combating digital threats and offering practical, insightful guidance ideal for cybersecurity professionals, digital forensic investigators, legal practitioners, law enforcement, scholars, and students. In the rapidly evolving domain of digital security, this book emerges as a vital guide for understanding and addressing the sophisticated landscape of cyber threats. This in-depth volume, featuring contributions from renowned experts, provides a thorough examination of the current state and future challenges in digital security and forensic analysis. The book is meticulously organized into seven sections (excluding conclusion), each focusing on a critical aspect of cybersecurity. It begins with a comprehensive overview of the latest trends and threats in the field, setting the stage for deeper explorations in subsequent sections. Readers will gain insights into a range of topics, from the intricacies of advanced persistent threats and malware, to the security nuances of cyber-physical systems and the Internet of Things (IoT). The book covers cutting-edge topics like blockchain, cryptography, social engineering, cloud security, and data privacy, blending theory with practical case studies. It’s a practical guide for cybersecurity professionals, forensic investigators, legal practitioners, law enforcement, scholars, and students. Offering a comprehensive toolkit for combating digital threats, it’s essential for staying ahead in the fast-evolving field of cybersecurity.