Applications Of Machine Learning And Artificial Intelligence In Education
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Applications Of Machine Learning And Artificial Intelligence In Education
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Author : Khadimally, Seda
language : en
Publisher: IGI Global
Release Date : 2022-02-18
Applications Of Machine Learning And Artificial Intelligence In Education written by Khadimally, Seda and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-18 with Education categories.
Modes and models of learning and instruction have shown a significant shift from yesterday's conventional learning and teaching given this era’s current educational and social contexts. Learners are no longer learning and communicating with human-generated, computed, and mediated—or traditional—learning and instructional practices, paving the way for machine-facilitated communication, learning, and teaching tools. Learning and instruction, communication and information exchange, as well as gathering, coding, analyzing, and synthesizing data have proven to be in need of even more innovative technology-moderated tools. Applications of Machine Learning and Artificial Intelligence in Education focuses on the parameters of remote learning, machine learning, deep learning, and artificial intelligence under 21st-century learning and instructional contexts. Covering topics such as data coding and social networking technology, it is ideal for learners with an interest in the deep learning discipline, educators, educational technologists, instructional designers, and data evaluators, as well as special interest groups (SGIs) in the discipline.
Revolutionizing Education In The Age Of Ai And Machine Learning
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Author : Habib, Maki K.
language : en
Publisher: IGI Global
Release Date : 2019-09-15
Revolutionizing Education In The Age Of Ai And Machine Learning written by Habib, Maki K. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-15 with Education categories.
Artificial Intelligence (AI) serves as a catalyst for transformation in the field of digital teaching and learning by introducing novel solutions to revolutionize all dimensions of the educational process, leading to individualized learning experiences, teachers playing a greater role as mentors, and the automation of all administrative processes linked to education. AI and machine learning are already contributing to and are expected to improve the quality of the educational process by providing advantages such as personalized and interactive tutoring with the ability to adjust the content and the learning pace of each individual student while assessing their performance and providing feedback. These shifts in the educational paradigm have a profound impact on the quality and the way we live, interact with each other, and define our values. Thus, there is a need for an earnest inquiry into the cultural repercussions of this phenomenon that extends beyond superficial analyses of AI-based applications in education. Revolutionizing Education in the Age of AI and Machine Learning addresses the need for a scholarly exploration of the cultural and social impacts of the rapid expansion of artificial intelligence in the field of education including potential consequences these impacts could have on culture, social relations, and values. The content within this publication covers such topics as AI and tutoring, role of teachers, physical education and sports, interactive E-learning and virtual laboratories, adaptive curricula development, support critical thinking, and augmented intelligence and it is designed for educators, curriculum developers, instructional designers, educational software developers, education consultants, academicians, administrators, researchers, and professionals.
Artificial Intelligence In Education
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Author : Matthew N.O. Sadiku
language : en
Publisher: iUniverse
Release Date : 2022-01-27
Artificial Intelligence In Education written by Matthew N.O. Sadiku and has been published by iUniverse this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-27 with Education categories.
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 For Education
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Author : Mario Allegra
language : en
Publisher: Frontiers Media SA
Release Date : 2023-11-27
Artificial Intelligence For Education written by Mario Allegra 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 2023-11-27 with Education categories.
What learning, teaching, and education will be in the next future is an open question. Nevertheless, believing that an increasing prevalence of AI may not influence the education field seems objectively unlikely. In recent years, the new renaissance of AI has stimulated discussion on how advances in AI can influence the educational sector and the future educational policies and the impact of AI on Technology-Enhanced Learning (TEL). On the other side, the attention of the education sector in artificial intelligence is complemented by the consideration that, since the early days of AI, researchers have shown for the education sector, which has often seen education as one of the preferred application areas. The interaction between the AI and TEL research fields led to the investigation of how the advance in AI could support the development of flexible, inclusive, personalized, engaging, and effective learning tools. Besides, research in this area could be a powerful tool to open the "learning black box" by providing a deeper understanding of how learning occurs. The proposed Research Topic aims to gather contributions that provide a comprehensive picture of how AI is changing educational practices and how the key stakeholders in the educational community (i.e., students, teachers, faculty, and families) perceive this ongoing change. Relevant topics include (but are not limited to): ● AI applications in real-world educational settings ● Intelligent Tutoring Systems ● Adaptive learning environments ● Learning design and AI ● Students profiling: definition of the student model and ethical implications ● Intelligent techniques for objective and integrated students evaluation in TEL ● Teachers' competencies for effective integration of AI into Education ● Teachers’ perceptions of AI: prejudices and attitudes ● The role of cognitive architectures in Education ● Serious games and AI ● Social robotics in Education
Artificial Intelligence In Education Emerging Technologies Models And Applications
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Author : Eric C. K. Cheng
language : en
Publisher: Springer Nature
Release Date : 2022-03-17
Artificial Intelligence In Education Emerging Technologies Models And Applications written by Eric C. K. Cheng and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-17 with Computers categories.
This edited book is a collection of selected research papers presented at the 2021 2nd International Conference on Artificial Intelligence in Education Technology (AIET 2021), held in Wuhan, China on July 2-4, 2021. 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. Rapid developments in artificial intelligence (AI) and the disruptive potential of AI in educational use has drawn significant attention from the education community in recent years. For educators entering this uncharted territory, many theoretical and practical questions concerning AI in education are raised, and issues on AI’s technical, pedagogical, administrative and socio-cultural implications are being debated. The book provides a comprehensive picture of the current status, emerging trends, innovations, theory, applications, challenges and opportunities of current AI in education research. This timely publication is well-aligned with UNESCO’s Beijing Consensus on Artificial Intelligence (AI) and Education. It is committed to exploring how best to prepare our students and harness emerging technologies for achieving the Education 2030 Agenda as we move towards an era in which AI is transforming many aspects of our lives. Providing a 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.
Ai In Education Governance And Leadership Adoption Impact And Ethics
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Author : Edwards, Bosede Iyiade
language : en
Publisher: IGI Global
Release Date : 2025-06-25
Ai In Education Governance And Leadership Adoption Impact And Ethics written by Edwards, Bosede Iyiade and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-25 with Education categories.
The integration of AI into education, governance, and leadership reshapes how institutions operate, make decisions, and deliver services. From personalized learning platforms and automated administrative processes in schools to data-driven policymaking and strategic planning in leadership contexts, AI offers opportunities to enhance efficiency, equity, and effectiveness. However, alongside these innovations come concerns about ethical use, data privacy, and algorithmic bias. Examining the adoption and impact of AI requires a balanced understanding of its transformative potential and the ethical frameworks guiding its responsible use. AI in Education, Governance, and Leadership: Adoption, Impact, and Ethics explores the integration of intelligent technology into educational administration, policy, and instruction. It examines various challenges associated with AI, including its effective adoption, potential impact, and ethical dilemmas. This book covers topics such as educational governance, special education, and digital technology, and is a useful resource for educators, policymakers, computer engineers, academicians, researchers, and data scientists.
The Role Of Sustainability And Artificial Intelligence In Education Improvement
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Author : Joanna Rosak-Szyrocka
language : en
Publisher: CRC Press
Release Date : 2023-11-21
The Role Of Sustainability And Artificial Intelligence In Education Improvement written by Joanna Rosak-Szyrocka and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-21 with Computers categories.
This book is devoted to the issues faced by universities in the field of distance learning during and after COVID, as well as in digitalization times. The book devotes a lot of space to the issues of Web 3.0 in university e-learning, Industry 4.0, artificial intelligence and digital equity. The aim and scope of this book is to draw a holistic picture of education before and after COVID, the psychological effects of COVID in education, and using modern technologies application in education, taking into consideration aspects of sustainability development, Industry 4.0 and Society 5.0. The authors also raise the issue of artificial intelligence investigation in learner-instructor interaction. Features: To elaborate the functions of online education and numerous pedagogical strategies based on electronic learning to aid teachers and students with the tools required to succeed in the 21st century via engaging virtual experiences To analyze tools provided by Ed-Tech firms and the effect of digital tools on maintaining the educational process in times of crisis and after pandemic To create a roadmap for higher education institutions and provide tips regarding how to improve the effectiveness of the hybrid learning system To understand e-learning characteristic in the era of Industry 4.0 and Society 5.0 and characteristics of the different web generations To use AI applications to improve connections and relationships between students and teachers and in education in the future The book is both scientific and educational. It can be used at the university level and by anyone interested in the topics it covers.
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
The Role Of Artificial Intelligence Applications In Business
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Author : Ra’ed Masa’deh
language : en
Publisher: Emerald Group Publishing
Release Date : 2025-05-19
The Role Of Artificial Intelligence Applications In Business written by Ra’ed Masa’deh and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-19 with Business & Economics categories.
The Role of Artificial Intelligence Applications in Business examines key aspects of how digital technologies impact businesses, including AI-powered chatbots, self-service portals, and online customer support systems which can help enhance the overall customer experience.
Applications Of Machine Intelligence In Engineering
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Author : Jyotsna Kumar Mandal
language : en
Publisher: CRC Press
Release Date : 2022-04-21
Applications Of Machine Intelligence In Engineering written by Jyotsna Kumar Mandal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-21 with Computers categories.
The Global Conference on Artificial Intelligence and Applications (GCAIA 2021) provides a prominent venue for researchers, engineers, entrepreneurs, and scholar students to share their research ideas in the area of AI. Academic researchers would reveal the results and conclusions of laboratory based investigations via the GCAIA 21 platform, which bridges the gap between academia, industry, and government ethics. The GCAIA 21 platform will also bring together regional and worldwide issues to explore current advancements in contemporary Computation Intelligence. This Conference Proceedings volume contains the written versions of most of the contributions presented during the conference of GCAIA 2021. The conference has provided an excellent chance for researchers from diverse locations to present and debate their work in the field of artificial intelligence and its applications. It includes a selection of 62 papers. All accepted papers were subjected to strict peer-review by 2–4 expert referees. The papers have been selected for this volume because of their quality and their relevance to the theme of the conference.