Download or read book Early Warning Mechanisms for Online Learning Behaviors Driven by Educational Big Data written by Xiaona Xia and published by Taylor & Francis. This book was released on 2024-06-14 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book aims to design and construct early warning mechanisms based on the dynamic temporal tracking technology for online learning behaviors, driven by educational big data. By studying a massive amount of learning behavior instances generated in various interactive learning environments worldwide, the book explores the continuous sequences of correlated learning behaviors and characteristics. From various angles, the authors have devised a series of early warning measures that could effectively solve multiple issues in learning behaviors driven by educational big data. Additionally, the book predicts patterns and identifies risks by analyzing the temporal sequences of the entire learning process. While presenting a range of theoretical achievements and technical solutions to improve and design new online learning mode, it also provides relevant technical ideas and methodologies for research on similar problems. The book will attract scholars and students working on learning analytics and educational big data worldwide.
Download or read book Visualizations and Dashboards for Learning Analytics written by Muhittin Sahin and published by Springer Nature. This book was released on 2021-12-16 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume fills the gaps in existing literature on visualization and dashboard design for learning analytics. To do so, it presents critical tips to stakeholders and acts as guide to efficient implementation. The book covers the following topics: visualization and dashboard design for learning analytics, visualization and dashboard preferences of stakeholders, learners’ patterns on the dashboard, usability of visualization techniques and the dashboard, dashboard and intervention design, learning and instructional design for learning analytics, privacy and security issues about the dashboard, and future directions of visualization and dashboard design. This book will be of interest to researchers with interest in learning analytics and data analytics, teachers and students in higher education institutions and instructional designers, as it includes contributions from a wide variety of educational and psychological researchers, engineers, instructional designers, learning scientists, and computer scientists interested in learning analytics.
Download or read book Tenth International Conference on Applications and Techniques in Cyber Intelligence ICATCI 2022 written by Jemal H. Abawajy and published by Springer Nature. This book was released on 2023-03-29 with total page 775 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative ideas, cutting-edge findings, and novel techniques, methods, and applications in a broad range of cybersecurity and cyberthreat intelligence areas. As our society becomes smarter, there is a corresponding need to secure our cyberfuture. The book describes approaches and findings that are of interest to business professionals and governments seeking to secure our data and underpin infrastructures, as well as to individual users.
Download or read book Early Warning Systems and Targeted Interventions for Student Success in Online Courses written by Glick, Danny and published by IGI Global. This book was released on 2020-06-26 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online learning has increasingly been viewed as a possible way to remove barriers associated with traditional face-to-face teaching, such as overcrowded classrooms and shortage of certified teachers. While online learning has been recognized as a possible approach to deliver more desirable learning outcomes, close to half of online students drop out as a result of student-related, course-related, and out-of-school-related factors (e.g., poor self-regulation; ineffective teacher-student, student-student, and platform-student interactions; low household income). Many educators have expressed concern over students who unexpectedly begin to struggle and appear to fall off track without apparent reason. A well-implemented early warning system, therefore, can help educators identify students at risk of dropping out and assign and monitor interventions to keep them on track for graduation. Despite the popularity of early warning systems, research on their design and implementation is sparse. Early Warning Systems and Targeted Interventions for Student Success in Online Courses is a cutting-edge research publication that examines current theoretical frameworks, research projects, and empirical studies related to the design, implementation, and evaluation of early warning systems and targeted interventions and discusses their implications for policy and practice. Moreover, this book will review common challenges of early warning systems and dashboard design and will explore design principles and data visualization tools to make data more understandable and, therefore, more actionable. Highlighting a range of topics such as curriculum design, game-based learning, and learning support, it is ideal for academicians, policymakers, administrators, researchers, education professionals, instructional designers, data analysts, and students.
Download or read book Online Education Policy and Practice written by Anthony G. Picciano and published by Routledge. This book was released on 2016-09-13 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online Education Policy and Practice examines the past, present, and future of networked learning environments and the changing role of faculty within them. As digital technologies in higher education increasingly enable blended classrooms, collaborative assignments, and wider student access, an understanding of the creation and ongoing developments of these platforms is needed more than ever. By investigating the history of online education, the rise and critique of MOOCs, the mainstreaming of social media, mobile devices, gaming in instruction, and more, this expansive book outlines a variety of potential scenarios likely to become realities in higher education over the next decade.
Download or read book Big Data in Education written by Ben Williamson and published by SAGE. This book was released on 2017-07-24 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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!
Download or read book ICEKIM 2023 written by Mohd Fauzi bin Sedon and published by European Alliance for Innovation. This book was released on 2023-09-13 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the proceedings of the 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023) held via hybrid form in Nanjing, China during May 26th to 28th, 2023. The specific topics covered in this conference include the application of artificial intelligence in education, learning management systems, collaborative learning, e-learning methodologies, intellectual property rights, and patents. The aim of the conference is to bring together various professionals from the scientific community to foster connections between science, technology, and industry, and provide a platform for exploring fundamental issues and new applications in related fields. We hope that the scientific attitudes and skills developed through research will encourage scholars worldwide to contribute to the development of knowledge generated by research. Finally, we would like to express our gratitude to the conference chair, publication chairs, technical program committee chairs, local organizing chairs, program committee chairs, conference secretariat, and conference sponsors for their financial support, which made the successful organization of ICEKIM 2023 possible. We hope that this conference will continue to be held in the coming years, publishing more insightful articles with inspiring research. We would also like to thank the invited speakers for their valuable contributions and for sharing their perspectives during their speeches.
Download or read book An Introduction to Artificial Intelligence in Education written by Shengquan Yu and published by Springer Nature. This book was released on 2021-11-29 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically reviews a broad range of cases in education that utilize cutting-edge AI technologies. Furthermore, it introduces readers to the latest findings on the scope of AI in education, so as to inspire researchers from non-technological fields (e.g. education, psychology and neuroscience) to solve education problems using the latest AI techniques. It also showcases a number of established AI systems and products that have been employed for education. Lastly, the book discusses how AI can offer an enabling technology for critical aspects of education, typically including the learner, content, strategy, tools and environment, and what breakthroughs and advances the future holds. The book provides an essential resource for researchers, students and industrial practitioners interested and engaged in the fields of AI and education. It also offers a convenient handbook for non-professional readers who need a primer on AI in education, and who want to gain a deeper understanding of emerging trends in this domain.
Download or read book Proceedings of the 2023 4th International Conference on Education Knowledge and Information Management ICEKIM 2023 written by Xueming Yuan and published by Springer Nature. This book was released on 2023-06-29 with total page 2133 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.With the successful experience of the past 3 years, we believe that the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023) will be an even greater success in 2023, and welcome all scholars and experts to submit their papers for the conference!The 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023) will be held on January 13-15, 2023 in Zhengzhou, China. In the era of information explosion, there is no doubt that education is an important way of knowledge production, dissemination and diffusion. Education plays an important role in promoting human development and promoting the development of society and human knowledge. ICEKIM 2023 is to bring together innovative academics and industrial experts in the field of Education, Knowledge and Information Management to a common forum. The primary goal of the conference is to promote research and developmental activities in Education, Knowledge and Information Management and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in international conference on Education, Knowledge and Information Management and related areas.
Download or read book Handbook of Research on Challenges and Opportunities in Launching a Technology Driven International University written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2019-02-22 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global digital economy continues to demand the need for educated and highly trained professionals, requiring higher learning institutions to provide accessible technology-driven experience to prepare future leaders effectively. However, there are challenges involved in creating a robust curriculum and recruiting top-notch faculty all over the world while also meeting the academic criteria to offer effective academic programs and degrees to students. The Handbook of Research on Challenges and Opportunities in Launching a Technology-Driven International University is a pivotal reference source that provides empirical and theoretical research focused on the effective construction of technology-driven higher learning international universities. While highlighting topics such as accelerated and innovative curriculum, recruitment of international faculty, on-campus development, and distance learning systems, this publication explores the financial and economic impacts of launching a university, and the methods of how to identify the appropriate locale for universities and/or branch campuses that will ideally complement the local interest of business sectors within the selected location. This book is ideally designed for entrepreneurs, practitioners, academicians, administrators, government officials, researchers, and consultants.
Download or read book ICMEIM 2023 written by Youbin Chen and published by European Alliance for Innovation. This book was released on 2023-11-23 with total page 1118 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 4th International Conference on Modern Education and Information Management (ICMEIM 2023) was successfully held from September 8th to 10th, 2023 in Wuhan, China. This conference aimed to bring together scholars, researchers, and practitioners from around the world to discuss and exchange ideas on the latest trends and advancements in modern education and information management. The conference program featured a diverse range of research topics, including educational technology, digital learning, information systems, and knowledge management. With a focus on exploring innovative approaches and strategies, the conference provided a platform for participants to present their research findings and share insights on the future development of the field. Distinguished speakers included Prof. Qing Ding from Huazhong University of Science and Technology, China; Prof. Longkai Wu from Central China Normal University, China; Assoc. Prof. Lim Chee Leong from Taylor's University, Malaysia; and Assoc. Prof. Teh Sin Yin from Universiti Sains Malaysia, Malaysia. These experts delivered keynote speeches, offering valuable perspectives and stimulating discussions on the conference themes. The 4th International Conference on Modern Education and Information Management (ICMEIM 2023) played a significant role in shaping the future development of the field. It provided a platform for researchers and practitioners to share their knowledge, explore emerging trends, and address key challenges in modern education and information management. By facilitating collaboration and promoting interdisciplinary dialogue, the conference contributed to the advancement of innovative practices and strategies in this rapidly evolving field. We extend our sincere appreciation to all participants, presenters, organizers, and sponsors for their valuable contributions in making the ICMEIM a success. We look forward to future editions of the conference and the continued growth and advancement of the field.
Download or read book Big Data in Education written by KHRITISH SWARGIARY and published by EdTech Research Association, US. This book was released on 2024-08-01 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Big Data in Education" explores the revolutionary impact of big data on the educational landscape. In this comprehensive guide, educators, administrators, policymakers, and researchers will discover how data-driven insights can enhance learning experiences, improve student outcomes, and streamline educational practices. The book begins by defining big data and its characteristics, such as volume, velocity, variety, veracity, and value. It delves into the various sources of educational data, including student information systems, learning management systems (LMS), social media, and IoT devices, as well as the methods for collecting this data.
Download or read book Application of Big Data Blockchain and Internet of Things for Education Informatization written by Yinjun Zhang and published by Springer Nature. This book was released on with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Deep Learning in Adaptive Learning Educational Behavior and Strategy written by Chia-Chen Chen and published by Frontiers Media SA. This book was released on 2022-09-14 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education IC ICAIE 2022 written by Bob Fox and published by Springer Nature. This book was released on 2023-01-20 with total page 1656 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The 2022 3rd International Conference on Artificial Intelligence and Education(ICAIE 2022) will be held in Chengdu, China during June 24-26, 2022. The meeting focused on the new trends in the development of "artificial intelligence" and "education" under the new situation, and jointly discussed how to empower and promote the high-quality development of "artificial intelligence" and "education". An ideal platform to share views and experiences with industry experts. The conference invites experts and scholars in the field to conduct wonderful exchanges based on their own research results based on the development of the times. The themes are around artificial intelligence technology and applications; intelligent and knowledge-based systems; information-based education; intelligent learning; advanced information theory and neural network technology ; software computing and algorithms; intelligent algorithms and computing and many other topics.
Download or read book Proceedings of the 2022 International Conference on Artificial Intelligence Internet and Digital Economy ICAID 2022 written by Nebojša Radojević and published by Springer Nature. This book was released on 2022-12-28 with total page 1259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.With the continuous upgrading of network information technology, especially the combination of information technology such as Internet - cloud computing - blockchain - Internet of Things and in social and economic activities, through artificial intelligence, Internet and big data with high quality and fast processing efficiency improvement, economic form from industrial economy to information economy. This will greatly reduce social transaction costs, improve the efficiency of resource optimization, increase the added value of products, enterprises and industries, and promote the rapid development of social productivity. The 2022 International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2022) will focus on the latest research on "Artificial Intelligence, Internet and Digital Economy", which brings together experts, scholars, researchers and related practitioners from around the world to share research results, discuss hot issues, and provide attendees with cutting-edge technology information to keep them abreast of industry developments, the latest technologies, and broaden their research horizons.
Download or read book Handbook of Contemporary Education Economics written by Geraint Johnes and published by Edward Elgar Publishing. This book was released on 2017-12-29 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook provides a comprehensive overview of the modern economics of education literature, bringing together a series of original contributions by globally renowned experts in their fields. Covering a wide variety of topics, each chapter assesses the most recent research with an emphasis on skills, evaluation and data analytics.
