Deep Learning In Adaptive Learning Educational Behavior And Strategy
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Deep Learning In Adaptive Learning Educational Behavior And Strategy
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Author : Chia-Chen Chen
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-14
Deep Learning In Adaptive Learning Educational Behavior And Strategy written by Chia-Chen Chen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-14 with Science categories.
Advanced Intelligent Systems For Sustainable Development Ai2sd 2019
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Author : Mostafa Ezziyyani
language : en
Publisher: Springer
Release Date : 2020-01-04
Advanced Intelligent Systems For Sustainable Development Ai2sd 2019 written by Mostafa Ezziyyani and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-04 with Technology & Engineering categories.
This book contains the latest researches on advanced intelligent systems applied in the field of education presented during the second edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) held on July 08–11, 2019, in Marrakech, Morocco. The book proposes new approaches and innovative strategies for the manipulation of data and big data collected from the educational environment, exploiting the analysis tools, algorithms of artificial intelligence, and machine learning techniques, in order to extract results, which allow improving the performance and effectiveness of the education field, which is a strategic lever for sustainable development. The book deals with concepts, strategies, and approaches developed on various current axes of scientific research in the field of education, such as smart e-learning, smart education (smart classroom, smart assessment and smart teaching and learning technologies), massive open online courses (MOOC), courseware design, and development for smart learning, cloud learning, and mobile learning. The book is intended for all actors in the educational sector, namely students, professors, academic researchers, and stakeholders. It constitutes a large-scale forum for the exchange of ideas, approaches, and innovative techniques between these actors on the development and innovation of the field of education with the revolution 4.0. The authors of each chapter report the state of the art of the various topics addressed and present results of their own research, laboratory experiments, and successful applications. The purpose of this session is to share the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the field of education.
3d Image Technologies Robotics And Control Engineering
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Author : Lakhmi C. Jain
language : en
Publisher: Springer Nature
Release Date : 2025-03-16
3d Image Technologies Robotics And Control Engineering written by Lakhmi C. Jain and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-16 with Technology & Engineering categories.
This book features a collection of high-quality, peer-reviewed research papers presented at Third 'World Conference on Intelligent and 3D Technologies' (WCI3DT 2024), held in China during May 24–26, 2024. The book provides an opportunity to researchers and academia as well as practitioners from industry to publish their ideas and recent research development work on all aspects of 3D imaging technologies and artificial intelligence, their applications and other related areas. The book presents ideas and the works of scientists, engineers, educators and students from all over the world from institutions and industries.
A Beginner S Guide To Learning Analytics
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Author : Srinivasa K G
language : en
Publisher: Springer Nature
Release Date : 2021-04-19
A Beginner S Guide To Learning Analytics written by Srinivasa K G and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-19 with Education categories.
This book A Beginner’s Guide to Learning Analytics is designed to meet modern educational trends’ needs. It is addressed to readers who have no prior knowledge of learning analytics and functions as an introductory text to learning analytics for those who want to do more with evaluation/assessment in their organizations. The book is useful to all who need to evaluate their learning and teaching strategies. It aims to bring greater efficiency and deeper engagement to individual students, learning communities, and educators. Covered here are the key concepts linked to learning analytics for researchers and practitioners interested in learning analytics. This book helps those who want to apply analytics to learning and development programs and helps educational institutions to identify learners who require support and provide a more personalized learning experience. Like chapters show diverse uses of learning analytics to enhance student and faculty performance. It presents a coherent framework for the effective translation of learning analytics research for educational practice to its practical application in different educational domains. This book provides educators and researchers with the tools and frameworks to effectively make sense of and use data and analytics in their everyday practice. This book will be a valuable addition to researchers’ bookshelves.
Revolutionizing Education With Remote Experimentation And Learning Analytics
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Author : Ponnusamy, Sivaram
language : en
Publisher: IGI Global
Release Date : 2025-03-28
Revolutionizing Education With Remote Experimentation And Learning Analytics written by Ponnusamy, Sivaram and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-28 with Education categories.
Education is undergoing critical transformations driven by innovations in remote experimentation and learning analytics. As technology reshapes how we teach and learn, remote experimentation allows students to conduct hands-on, interactive experiments from anywhere in the world, breaking down geographical and resource-based barriers. This shift enhances access to advanced learning opportunities while fostering engagement and practical understanding in fields traditionally reliant on in-person labs. Learning analytics harness the power of data to track student progress, personalize learning experiences, and identify areas for improvement in real time. Together, these tools revolutionize education by providing more flexible, inclusive, and data-driven approaches that can adapt to individual learning needs, paving the way for an effective and accessible global education system. Revolutionizing Education With Remote Experimentation and Learning Analytics explores how digital technology may change how schools work. It examines learning analytics and remote experimentation for improved education, while delving into the most recent findings and cutting-edge approaches. This book covers topics such as data analysis, higher education, and student engagement, and is a useful resource for educators, academicians, researchers, data scientists, computer engineers, and sociologists.
Internet Of Behavior Based Computational Intelligence For Smart Education Systems
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Author : Ouaissa, Mariya
language : en
Publisher: IGI Global
Release Date : 2024-10-11
Internet Of Behavior Based Computational Intelligence For Smart Education Systems written by Ouaissa, Mariya and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-11 with Education categories.
Smart education is transforming the way we teach and learn by incorporating advanced technologies that enhance interactivity, personalization, and efficiency. By integrating digital tools, data analytics, and innovative strategies, it can better address the needs of 21st-century learners. Central to this shift is the Internet of Behavior (IoB). As IoT grows, it collects behavior-related data and combines that data analysis with intelligent systems. While this fusion enhances personalized learning, it also raises important concerns about privacy, security, and ethics. Internet of Behavior-Based Computational Intelligence for Smart Education Systems explores the intricacies of how IoB and computational intelligence are transforming education. It offers practical insights and theoretical foundations on how behavioral data can create smarter, more adaptive learning environments. Targeting educators, technologists, and researchers, the book delves into the latest developments at the intersection of technology and education, guiding readers toward more personalized, efficient, and effective learning systems.
Handbook Of Research On Learning And Instruction
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Author : Richard E. Mayer
language : en
Publisher: Routledge
Release Date : 2016-10-04
Handbook Of Research On Learning And Instruction written by Richard E. Mayer and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-04 with Education categories.
During the past 30 years, researchers have made exciting progress in the science of learning (i.e., how people learn) and the science of instruction (i.e., how to help people learn). This second edition of the Handbook of Research on Learning and Instruction is intended to provide an overview of these research advances. With chapters written by leading researchers from around the world, this volume examines learning and instruction in a variety of learning environments including in classrooms and out of classrooms, and with a variety of learners including K-16 students and adult learners. Contributors to this volume demonstrate how and why educational practice should be guided by research evidence concerning what works in instruction. The Handbook is written at a level that is appropriate for graduate students, researchers, and practitioners interested in an evidence-based approach to learning and instruction. The book is divided into two sections: learning and instruction. The learning section consists of chapters on how people learn in reading, writing, mathematics, science, history, second language, and physical education, as well as how people acquire the knowledge and processes required for critical thinking, studying, self-regulation, and motivation. The instruction section consists of chapters on effective instructional methods—feedback, examples, questioning, tutoring, visualizations, simulations, inquiry, discussion, collaboration, peer modeling, and adaptive instruction. Each chapter in this second edition of the Handbook has been thoroughly revised to integrate recent advances in the field of educational psychology. Two chapters have been added to reflect advances in both helping students develop learning strategies and using technology to individualize instruction. As with the first edition, this updated volume showcases the best research being done on learning and instruction by traversing a broad array of academic domains, learning constructs, and instructional methods.
Rethinking The Pedagogy Of Sustainable Development In The Ai Era
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Author : Chinedu, Caleb Chiidozie
language : en
Publisher: IGI Global
Release Date : 2025-03-14
Rethinking The Pedagogy Of Sustainable Development In The Ai Era written by Chinedu, Caleb Chiidozie and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-14 with Education categories.
Artificial intelligence (AI) technologies can transform the teaching and learning of sustainable development. AI-driven innovative approaches can transform traditional educational practices and encourage experimentation with and development of novel strategies that harness AI's capabilities to enhance sustainability education. By incorporating practical strategies for integrating AI into sustainability education across various contexts, teachers may foster a new generation of learners equipped to contribute to a sustainable future. Additionally, the use of AI allows teachers to foster a culture of continuous improvement and creativity. Rethinking the Pedagogy of Sustainable Development in the AI Era explores the transformative potential of artificial intelligence (AI) in the context of sustainable development education. It examines how AI technologies can be leveraged to enhance the pedagogy of sustainability, offering new methods, tools, and approaches to empower learners with the necessary skills and knowledge to address global sustainability challenges. Covering topics such as circularity, power systems, and vocational pedagogy, this book is an excellent resource for educators, curriculum developers, administrators, policymakers, sustainability practitioners, professionals, researchers, scholars, academicians, and more.
Machine Learning Paradigms
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Author : Maria Virvou
language : en
Publisher: Springer
Release Date : 2019-03-16
Machine Learning Paradigms written by Maria Virvou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-16 with Technology & Engineering categories.
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.
Ai Applications And Strategies In Teacher Education
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Author : Keeley, Krista LaRue
language : en
Publisher: IGI Global
Release Date : 2024-10-10
Ai Applications And Strategies In Teacher Education written by Keeley, Krista LaRue and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-10 with Education categories.
Artificial intelligence is revolutionizing teacher education by offering innovative applications and strategies to enhance the learning experience for educators and students. From personalized learning platforms to intelligent tutoring systems, AI can transform traditional teaching methods. These intelligent technologies streamline administrative tasks while supporting the development of essential skills like critical thinking and faculty collaboration. As teacher education programs continue to integrate AI tools, future educators learn to harness data-driven insights and create engaging, effective learning environments. Exploring these applications further emphasizes the potential of AI to positively reshape the teacher education sphere. AI Applications and Strategies in Teacher Education explores the landscape of AI in training and supporting educators. The book serves educators seeking insights into effective utilization of AI in a professional setting and the integration of AI in teaching practices. This book covers topics such as educational technologies, higher education, and diversity and equity, and is a useful resource for academicians, teachers, professors, education professionals, data scientists, computer engineers, and researchers.