An Introduction To Artificial Intelligence In Education
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An Introduction To Artificial Intelligence In Education
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Author : Shengquan Yu
language : en
Publisher: Springer Nature
Release Date : 2021-11-29
An Introduction To Artificial Intelligence In Education written by Shengquan Yu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-29 with Education categories.
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 Education
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Author : Alexandra I. Cristea
language : en
Publisher: Springer Nature
Release Date : 2025-08-21
Artificial Intelligence In Education written by Alexandra I. Cristea and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-21 with Computers categories.
This six-volume set LNAI 15877-15882 constitutes the refereed proceedings of the 26th International Conference on Artificial Intelligence in Education, AIED 2025, held in Palermo, Italy, during July 22–26, 2025. The 130 full papers and 129 short papers presented in this book were carefully reviewed and selected from 711 submissions. The conference program comprises seven thematic tracks: Track 1: AIED Architectures and Tools Track 2: Machine Learning and Generative AI: Emphasising datadriven Track 3: Learning, Teaching, and Pedagogy Track 4: Human-Centred Design and Design-Based Research Track 5: Teaching AI Track 6: Ethics, Equity, and AIED in Society Track 7: Theoretical Aspects of AIED and AI-Based Modelling for Education
Artificial Intelligence In Education
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Author : Myint Swe Khine
language : en
Publisher: Springer Nature
Release Date : 2024-10-30
Artificial Intelligence In Education written by Myint Swe Khine and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-30 with Education categories.
This comprehensive volume explores the possibilities, challenges and ethical considerations of Artificial Intelligence (AI) in education through a machine-generated literature review that examines emerging research trends and findings. Each chapter presents summaries of pre-defined topics and includes a human-written introduction by the book editor. It covers critical areas such as educational data mining, learning analytics, personalised learning, adaptive assessment, intelligent tutoring systems, as well as the ethical challenges of AI in education. This volume provides valuable insights for educators, researchers, policymakers and students seeking to understand the transformative potential of AI in education. It serves as a reference point for navigating the evolving landscape of AI-assisted learning and offers a glimpse into the future of education in an AI-driven world. The auto-summaries were generated by a recursive clustering algorithm using the Dimensions Auto-summariser from Digital Science. The editor of this book selected the SN content to be auto-summarised and decided the order of appearance. Please note that these are extractive auto-summaries, consisting of original sentences, but are not representative of the original paper, as we do not show the full length of the publication. Please note that only published SN content is represented here and that machine-generated books are still at an experimental stage.
Artificial Intelligence In Education
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Author : Ig Ibert Bittencourt
language : en
Publisher: Springer Nature
Release Date : 2020-07-04
Artificial Intelligence In Education written by Ig Ibert Bittencourt and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-04 with Computers categories.
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.
Artificial Intelligence In Education
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Author : Dr. Pradeep Kumar. T
language : en
Publisher: Krishna Publication House
Release Date : 2023-07-06
Artificial Intelligence In Education written by Dr. Pradeep Kumar. T and has been published by Krishna Publication House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-06 with Antiques & Collectibles categories.
Education is an important part of life for everyone, and a good education plays a vital role to have a successful life. In order to improve the education system for the students, there are always a lot of changes happening around the world, ranging from the way of teaching to the type of curriculum. Artificial Intelligence is a thriving technology that is being used in almost every field and is changing the world. One place where artificial intelligence is poised to make big changes is (and in some cases already is) in education. Artificial Intelligence in Education is developing new solutions for teaching and learning for different situations. Nowadays, AI is being used by different schools and colleges across different countries. AI in education has given a completely new perspective of looking at education to teachers, students, parents, and of course, the educational institutions as well. AI in education is not about humanoid robots as a teacher to replace human teachers, but it is about using computer intelligence to help teachers and students and making the education system much better and effective. In future, the education system will have lots of AI tools that will shape the educational experience of the future. Artificial Intelligence is an emerging technology that started modifying educational tools and institutions. Education is a field where the presence of teachers is must which is the best educational practice the advent of Artificial Intelligence changes the teacher’s jobs that are irreplaceable in the education system. The AI uses mainly advanced analytics, deep learning and machine learning for monitoring the speed of a particular individual among the others. As the solutions in AI continue to get to higher level it helps to identify
Artificial Intelligence In Education And Teaching Assessment
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Author : Wei Wang
language : en
Publisher: Springer Nature
Release Date : 2022-01-01
Artificial Intelligence In Education And Teaching Assessment written by Wei Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Computers categories.
This book collects papers on education quality assessment based on AI technology and introduces the latest research direction and progress of AI technology in the field of education and teaching, including classroom teaching quality assessment, online education quality assessment, teaching reflection quality assessment, etc. This book promotes the application of artificial intelligence technology in the field of education and teaching, effectively improving the quality of education and teaching. Researchers in artificial intelligence technology, teachers, students, and others benefit from this book.
Artificial Intelligence In Education Technologies New Development And Innovative Practices
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Author : Tim Schlippe
language : en
Publisher: Springer Nature
Release Date : 2023-11-08
Artificial Intelligence In Education Technologies New Development And Innovative Practices written by Tim Schlippe and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-08 with Education categories.
This book is a collection of selected research papers presented at the 2023 4th International Conference on Artificial Intelligence in Education Technology (AIET 2023), held in Berlin, Germany, on June 30 - July 2, 2023. AIET establishes a platform for AI in education researchers to present research, exchange innovative ideas, propose new models, as well as demonstrate advanced methodologies and novel systems. It is a timely and up-to-date publication responsive to the rapid development of AI technologies, practices and their increasingly complex interplay with the education domain. It promotes the cross-fertilisation of knowledge and ideas from researchers in various fields to construct the interdisciplinary research area of AI in Education. These subject areas include computer science, cognitive science, education, learning sciences, educational technology, psychology, philosophy, sociology, anthropology and linguistics. The feature of this book will contribute from diverse perspectives to form a dynamic picture of AI in Education. It also includes various domain-specific areas for which AI and other education technology systems have been designed or used in an attempt to address challenges and transform educational practice. This timely publication is in line with UNESCO’s Beijing Consensus on Artificial Intelligence and Education. It is committed to exploring how AI may play a role in bringing more innovative practices, transforming education, and triggering an exponential leap towards the achievement of the Education 2030 Agenda. Providing broad coverage of recent technology-driven advances and addressing a number of learning-centric themes, the book is an informative and useful resource for researchers, practitioners, education leaders and policy-makers who are involved or interested in AI and education.
Research In Multidisciplinary Subjects Volume 12
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Author : Chief Editor- Biplab Auddya, Editor- Mr.Yadav Kamaji Gaikwad, Dr. Monika Sharma, Gurpreet Kaur, Dr. A. Anitha, Dr. Chandrakant Dorlikar, M. Bhuvaneswari
language : en
Publisher: The Hill Publication
Release Date : 2023-11-18
Research In Multidisciplinary Subjects Volume 12 written by Chief Editor- Biplab Auddya, Editor- Mr.Yadav Kamaji Gaikwad, Dr. Monika Sharma, Gurpreet Kaur, Dr. A. Anitha, Dr. Chandrakant Dorlikar, M. Bhuvaneswari and has been published by The Hill Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-18 with Antiques & Collectibles categories.
Artificial Intelligence And Inclusive Education
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Author : Jeremy Knox
language : en
Publisher: Springer
Release Date : 2019-06-13
Artificial Intelligence And Inclusive Education written by Jeremy Knox and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-13 with Education categories.
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. technologiesand 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’.
Ai In Education Empowering Learning And Teaching
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Author : Prof. Sanjay Agal
language : en
Publisher: Xoffencerpublication
Release Date : 2023-08-21
Ai In Education Empowering Learning And Teaching written by Prof. Sanjay Agal and has been published by Xoffencerpublication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-21 with Architecture categories.
With the assistance of artificial intelligence, which has the ability to radically revolutionize the educational system, the processes of teaching and learning may be made more successful. This may be the case for both teaching and learning. The ever expanding capabilities of AI make it feasible for it to develop personalised learning experiences, to streamline administrative operations, to improve student assessment, and to give teachers with crucial insights. In the field of education, the following is a list of significant areas in which artificial intelligence is making learning and teaching more possible: Individualized Instruction: The ability of artificial intelligence to analyze vast amounts of student data, such as performance, preferences, and learning styles, enables it to give students with the opportunity to participate in individualized learning. The material covered in a class, as well as its pace and level of difficulty, may be adjusted by intelligent tutoring systems to meet the needs of each specific learner. This leads to improved levels of involvement and understanding on the part of the students. Platforms for Adaptive Learning AI-powered adaptive learning platforms utilize algorithms that continually assess a student's progress and adjust the learning material accordingly. The name given to these kinds of systems is "adaptive learning platforms." These platforms either identify the specific areas in which students need further practice or present them with additional resources to assist them with their study. Because it caters to the specific requirements of each individual student, adaptive learning is able to maximize the educational advantages that it offers to their fullest potential. Intelligent Virtual Assistants Chatbots and other types of virtual assistants that are driven by artificial intelligence (AI) are available to provide students with rapid help. They are able to provide students with answers, explanations, and support, as well as send them in the direction of resources that are relevant to the situation. Intelligent virtual assistants make it easier to obtain more information and also promote individual study. 1 | P a ge Automated marking and commenting systems: Artificial intelligence has the ability to automate the grading process for objective tests, such as multiple-choice questions. This would free up the time of educators so that they could focus on more involved tasks. Techniques such as Natural Language Processing (NLP) make it feasible for artificial intelligence to evaluate subjective forms of assessment such as essays and provide students detailed feedback. The employment of artificial intelligence (AI) technology, which may assist educators in producing content of a higher level, may be of assistance in the production of intelligent content. They are able to generate interactive materials, develop tests, and pick resources in a manner that is congruent with certain educational objectives. Tools for producing content that are powered by artificial intelligence boost efficiency and help teachers generate interesting instructional materials. Analytics Predictive: Artificial intelligence is able to spot patterns and produce forecasts by analyzing huge volumes of data, which allows it to generate predictions about the performance of pupils, as well as their behavior and the repercussions of their activities. Educators have the ability to make use of these insights in order to intervene early and provide timely assistance to students who are having difficulty, so improving both retention rates and academic attainment. The terms "Virtual Reality" (VR) and "Augmented Reality" (AR) refer to the following: Virtual reality (VR) and augmented reality (AR) may deliver learning experiences that are both immersive and engaging if they are combined with AI technology. Students have the chance to expand both their theoretical understanding and their ability to put that understanding into practice in a range of domains by exploring virtual environments, carrying out experiments, and taking part in simulations. Making decisions based on the data provided. Artificial intelligence assists many stakeholders in the education system in making decisions based on data. The analytics made available by AI could be of use to administrators at educational institutions in recognizing trends, enhancing resource allocation, and improving operational efficiency. Dashboards that are powered by AI provide real-time information on the progress that students are making, allowing instructors to adjust their instructional strategies in accordance with the needs of their pupils.