Artificial Intelligence In Education

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Artificial Intelligence in Education

Author : Wayne Holmes,Maya Bialik,Charles Fadel
Publisher : Unknown
Page : 244 pages
File Size : 49,9 Mb
Release : 2019-02-28
Category : Computers
ISBN : 1794293701

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Artificial Intelligence in Education by Wayne Holmes,Maya Bialik,Charles Fadel Pdf

"The landscape for education has been rapidly changing in the last years: demographic changes affecting the makeup of families, multiple school options available to children, wealth disparities, the global economy demanding new skills from workers, and continued breakthroughs in technology are some of the factors impacting education. Given these changes, how can schools continue to prepare students for the future? In a world where information is readily available online, how can schools continue to be relevant? The emergence of Artificial Intelligence (AI) has exacerbated the need to have these conversations. Its impact on education and the multiple possibilities that it offers are putting pressure on educational leaders to reformulate the school curriculum and the channels to deliver it. The book "Artificial Intelligence in Education, Promises and Implications for Teaching and Learning" by the Center for Curriculum Redesign immerses the reader in a discussion on what to teach students in the era of AI and examines how AI is already demanding much needed updates to the school curriculum, including modernizing its content, focusing on core concepts, and embedding interdisciplinary themes and competencies with the end goal of making learning more enjoyable and useful in students' lives. The second part of the book dives into the history of AI in education, its techniques and applications -including the way AI can help teachers be more effective, and finishes on a reflection about the social aspects of AI. This book is a must-read for educators and policy-makers who want to prepare schools to face the uncertainties of the future and keep them relevant." --Amada Torres, VP, Studies, Insights, and Research, National Association of Independent School (NAIS) "The rapid advances in technology in recent decades have already brought about substantial changes in education, opening up new opportunities to teach and learn anywhere anytime and providing new tools and methods to improve learning outcomes and support innovative teaching and learning.Research into artificial intelligence and machine learning in education goes back to the late 1970s. Artificial intelligence methods were generally employed in two ways: to design and facilitate interactive learning environments that would support learning by doing, and to design and implement tutoring systems by adapting instructions with respect to the students' knowledge state.But this is just the beginning. As Artificial Intelligence in Education shows, AI is increasingly used in education and learning contexts. The collision of three areas - data, computation and education - is set to have far-reaching consequences, raising fundamental questions about the nature of education: what is taught and how it is taught. Artificial Intelligence in Education is an important, if at times disturbing, contribution to the debate on AI and provides a detailed analysis on how it may affect the way teachers and students engage in education. The book describes how artificial intelligence may impact on curriculum design, on the individualisation of learning, and on assessment, offering some tantalising glimpses into the future (the end of exams, your very own lifelong learning companion) while not falling victim to tech-hype. The enormous ethical, technical and pedagogical challenges ahead are spelt out, and there is a real risk that the rapid advances in artificial intelligence products and services will outstrip education systems' capacity to understand, manage and integrate them appropriately. As the book concludes: "We can either leave it to others (the computer scientists, AI engineers and big tech companies) to decide how artificial intelligence in education unfolds, or we can engage in productive dialogue."I commend this book to anyone concerned with the future of education in a digital world." --Marc Durando, Executive Director, European Schoolnet

An Introduction to Artificial Intelligence in Education

Author : Shengquan Yu,Yu Lu
Publisher : Springer Nature
Page : 205 pages
File Size : 43,8 Mb
Release : 2021-11-29
Category : Education
ISBN : 9789811627705

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An Introduction to Artificial Intelligence in Education by Shengquan Yu,Yu Lu Pdf

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.

Artificial Intelligence in Schools

Author : Varun Arora
Publisher : Routledge
Page : 174 pages
File Size : 41,8 Mb
Release : 2021-12-30
Category : Education
ISBN : 9781000508109

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Artificial Intelligence in Schools by Varun Arora Pdf

Artificial Intelligence in Schools is the first book to explore the use of Artificial Intelligence (AI) as a tool to enhance K–12 instruction and administration. Every industry and sector will be drastically affected by the presence of artificial intelligence, and schooling is no exception! Written for the in-service community—leaders, administrators, coaches, and teachers alike—this is your one-stop opportunity to make sure you don’t fall behind the fast pace and promising innovations of today’s most advanced learning technology. Author Varun Arora presents AI as a problem-solving tool for teaching and learning, exploring its potential and application in real-world school contexts and in the language of educators. Covering curriculum development, feedback and scoring, student empowerment, behavioral and classroom management, college readiness, and more, the book is full of novel insights and concrete, strategic takeaways.

OECD Digital Education Outlook 2021 Pushing the Frontiers with Artificial Intelligence, Blockchain and Robots

Author : OECD
Publisher : OECD Publishing
Page : 252 pages
File Size : 44,5 Mb
Release : 2021-06-08
Category : Electronic
ISBN : 9789264904644

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OECD Digital Education Outlook 2021 Pushing the Frontiers with Artificial Intelligence, Blockchain and Robots by OECD Pdf

How might digital technology and notably smart technologies based on artificial intelligence (AI), learning analytics, robotics, and others transform education? This book explores such question. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems.

Artificial Intelligence in Higher Education

Author : Prathamesh Padmakar Churi,Shubham Joshi,Mohamed Elhoseny,Amina Omrane
Publisher : CRC Press
Page : 274 pages
File Size : 42,6 Mb
Release : 2022-08-29
Category : Education
ISBN : 9781000593082

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Artificial Intelligence in Higher Education by Prathamesh Padmakar Churi,Shubham Joshi,Mohamed Elhoseny,Amina Omrane Pdf

The global adoption of technology in education is transforming the way we teach and learn. Artificial Intelligence is one of the disruptive techniques to customize the experience of different learning groups, teachers, and tutors. This book offers knowledge in intelligent teaching/learning systems, and advances in e-learning and assessment systems. The book highlights the broad field of artificial intelligence applications in education, regarding any type of artificial intelligence that is correlated with education. It discusses learning methodologies, intelligent tutoring systems, intelligent student guidance and assessments, intelligent education chatbots, and artificial tutors and presents the practicality and applicability implications of AI in education. The book offers new and current research along with case studies showing the latest techniques and educational activities. The book will find interest with academicians which includes teachers, students of various disciplines, higher education policymakers who believe in transforming the education industry, and research scholars who are pursuing their Ph.D. or Post Doc. in the field of Education Technology, Education, and Learning, etc. and those working in the area of Education Technology and Artificial Intelligence such industry professionals in education management and e-learning companies.

Artificial Intelligence in Education

Author : R. Luckin,K.R. Koedinger,J. Greer
Publisher : IOS Press
Page : 764 pages
File Size : 40,6 Mb
Release : 2007-06-29
Category : Computers
ISBN : 9781607502586

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Artificial Intelligence in Education by R. Luckin,K.R. Koedinger,J. Greer Pdf

The nature of technology has changed since Artificial Intelligence in Education (AIED) was conceptualised as a research community and Interactive Learning Environments were initially developed. Technology is smaller, more mobile, networked, pervasive and often ubiquitous as well as being provided by the standard desktop PC. This creates the potential for technology supported learning wherever and whenever learners need and want it. However, in order to take advantage of this potential for greater flexibility we need to understand and model learners and the contexts with which they interact in a manner that enables us to design, deploy and evaluate technology to most effectively support learning across multiple locations, subjects and times. The AIED community has much to contribute to this endeavour. This publication contains papers, posters and tutorials from the 2007 Artificial Intelligence in Education conference in Los Angeles, CA, USA.

AI and education

Author : Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO
Publisher : UNESCO Publishing
Page : 50 pages
File Size : 40,7 Mb
Release : 2021-04-08
Category : Political Science
ISBN : 9789231004476

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AI and education by Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO Pdf

Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]

Artificial Intelligence Supported Educational Technologies

Author : Niels Pinkwart,Sannyuya Liu
Publisher : Springer Nature
Page : 299 pages
File Size : 43,6 Mb
Release : 2020-04-29
Category : Education
ISBN : 9783030410995

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Artificial Intelligence Supported Educational Technologies by Niels Pinkwart,Sannyuya Liu Pdf

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.

Artificial Intelligence in Education

Author : Matthew N.O. Sadiku,Sarhan M. Musa,Uwakwe C. Chukwu
Publisher : iUniverse
Page : 242 pages
File Size : 42,8 Mb
Release : 2022-01-27
Category : Education
ISBN : 9781663234346

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Artificial Intelligence in Education by Matthew N.O. Sadiku,Sarhan M. Musa,Uwakwe C. Chukwu Pdf

The quest for building an artificial brain developed in the fields of computer science and psychology. Artificial intelligence (AI), sometimes called machine intelligence, refers to intelligence demonstrated by machines, while the natural intelligence is the intelligence displayed by humans and animals. Typically, AI systems demonstrate at least some of the following human behaviors: planning, learning, reasoning, problem solving, knowledge representation, perception, speech recognition, decision-making, language translation, motion, manipulation, intelligence, and creativity. Artificial intelligence is an emerging technology which the educational sector can benefit from. In this book, we consider the applications of AI in key areas of education. Artificial intelligence in education (AIED) refers to the application of AI technologies in educational settings to facilitate teaching, learning, or decision making. AI will impact the education field in the areas of administration, instruction, and personalized, and individualized learning applications. In this book, AI is specifically applied in the following key educational sectors: education, natural sciences, social sciences, computer science, engineering, business, and medicine.

Artificial Intelligence and Inclusive Education

Author : Jeremy Knox,Yuchen Wang,Michael Gallagher
Publisher : Springer
Page : 206 pages
File Size : 53,6 Mb
Release : 2019-06-13
Category : Education
ISBN : 9789811381614

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Artificial Intelligence and Inclusive Education by Jeremy Knox,Yuchen Wang,Michael Gallagher Pdf

This book brings together the fields of artificial intelligence (often known as A.I.) and inclusive education in order to speculate on the future of teaching and learning in increasingly diverse social, cultural, emotional, and linguistic educational contexts. This book addresses a pressing need to understand how future educational practices can promote equity and equality, while at the same time adopting A.I. systems that are oriented towards automation, standardisation and efficiency. The contributions in this edited volume appeal to scholars and students with an interest in forming a critical understanding of the development of A.I. for education, as well as an interest in how the processes of inclusive education might be shaped by future technologies. Grounded in theoretical engagement, establishing key challenges for future practice, and outlining the latest research, this book offers a comprehensive overview of the complex issues arising from the convergence of A.I. technologies and the necessity of developing inclusive teaching and learning. To date, there has been little in the way of direct association between research and practice in these domains: A.I. has been a predominantly technical field of research and development, and while intelligent computer systems and ‘smart’ software are being increasingly applied in many areas of industry, economics, social life, and education itself, a specific engagement with the agenda of inclusion appears lacking. Although such technology offers exciting possibilities for education, including software that is designed to ‘personalise’ learning or adapt to learner behaviours, these developments are accompanied by growing concerns about the in-built biases involved in machine learning techniques driven by ‘big data’.

Applications of Machine Learning and Artificial Intelligence in Education

Author : Seda Khadimally
Publisher : Information Science Reference
Page : 300 pages
File Size : 50,8 Mb
Release : 2021
Category : Artificial intelligence
ISBN : 1799877760

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Applications of Machine Learning and Artificial Intelligence in Education by Seda Khadimally Pdf

Focuses on the parameters of remote learning, machine learning, deep learning, and artificial intelligence under 21st-century learning and instructional contexts. Topics covered include data coding and social networking technology.

Artificial Intelligence in Education

Author : Elisabeth André,Ryan Baker,Xiangen Hu,Ma. Mercedes T. Rodrigo,Benedict du Boulay
Publisher : Springer
Page : 678 pages
File Size : 55,7 Mb
Release : 2017-06-22
Category : Computers
ISBN : 9783319614250

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Artificial Intelligence in Education by Elisabeth André,Ryan Baker,Xiangen Hu,Ma. Mercedes T. Rodrigo,Benedict du Boulay Pdf

This book constitutes the refereed proceedings of the 18th International Conference on Artificial Intelligence in Education, AIED 2017, held in Wuhan, China, in June/July 2017. The 36 revised full papers presented together with 4 keynotes, 37 poster, presentations, 4 doctoral consortium papers, 5 industry papers, 4 workshop abstracts, and 2 tutorial abstracts were carefully reviewed and selected from 159 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas.

Impact of AI Technologies on Teaching, Learning, and Research in Higher Education

Author : Shivani Verma,Pradeep Tomar
Publisher : Information Science Reference
Page : 328 pages
File Size : 54,7 Mb
Release : 2020-08-23
Category : Artificial intelligence
ISBN : 1799864448

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Impact of AI Technologies on Teaching, Learning, and Research in Higher Education by Shivani Verma,Pradeep Tomar Pdf

"This book explores the phenomena of the emergence of the use of artificial intelligence and other emerging technologies in teaching and learning in higher education. Recent technological advancements and the increasing speed of adopting new technologies in higher education are explored in order to predict the future nature of higher education in a world where artificial intelligence is part of the fabric of our universities"--

Artificial Intelligence in Education

Author : Ig Ibert Bittencourt,Mutlu Cukurova,Kasia Muldner,Rose Luckin,Eva Millán
Publisher : Springer Nature
Page : 458 pages
File Size : 54,5 Mb
Release : 2020-07-04
Category : Computers
ISBN : 9783030522407

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Artificial Intelligence in Education by Ig Ibert Bittencourt,Mutlu Cukurova,Kasia Muldner,Rose Luckin,Eva Millán Pdf

This two-volume set LNAI 12163 and 12164 constitutes the refereed proceedings of the 21th International Conference on Artificial Intelligence in Education, AIED 2020, held in Ifrane, Morocco, in July 2020.* The 49 full papers presented together with 66 short, 4 industry & innovation, 4 doctoral consortium, and 4 workshop papers were carefully reviewed and selected from 214 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas. ​*The conference was held virtually due to the COVID-19 pandemic.

AI and Ed

Author : George A. Goens
Publisher : Rowman & Littlefield
Page : 129 pages
File Size : 46,5 Mb
Release : 2021-11-12
Category : Computers
ISBN : 9781475858280

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AI and Ed by George A. Goens Pdf

The purpose of this book is to define the role of education and its goals, content, and approaches that will assist citizens in addressing the challenges the artificial intelligence movement brings to daily life of citizens.