Machine Learning For Education
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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.
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.
Applying Machine Learning In Science Education Research
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Author : Peter Wulff
language : en
Publisher: Springer Nature
Release Date : 2025-02-28
Applying Machine Learning In Science Education Research written by Peter Wulff and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-28 with Science categories.
This open access textbook offers science education researchers a hands-on guide for learning, critically examining, and integrating machine learning (ML) methods into their science education research projects. These methods power many artificial intelligence (AI)-based technologies and are widely adopted in science education research. ML can expand the methodological toolkit of science education researchers and provide novel opportunities to gain insights on science-related learning and teaching processes, however, applying ML poses novel challenges and is not suitable for every research context. The volume first introduces the theoretical underpinnings of ML methods and their connections to methodological commitments in science education research. It then presents exemplar case studies of ML uses in both formal and informal science education settings. These case studies include open-source data, executable programming code, and explanations of the methodological criteria and commitments guiding ML use in each case. The textbook concludes with a discussion of opportunities and potential future directions for ML in science education. This textbook is a valuable resource for science education lecturers, researchers, under-graduate, graduate and postgraduate students seeking new ways to apply ML in their work.
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.
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
Robotics In Education
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Author : Wilfried Lepuschitz
language : en
Publisher: Springer
Release Date : 2017-08-28
Robotics In Education written by Wilfried Lepuschitz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-28 with Technology & Engineering categories.
This proceedings volume highlights the latest achievements in research and development in educational robotics, which were presented at the 8th International Conference on Robotics in Education (RiE 2017) in Sofia, Bulgaria, from April 26 to 28, 2017. The content will appeal to both researchers and educators interested in methodologies for teaching robotics that confront learners with science, technology, engineering, arts and mathematics (STEAM) through the design, creation and programming of tangible artifacts, giving them the chance to create personally meaningful objects and address real-world societal needs. This also involves the introduction of technologies ranging from robotics controllers to virtual environments. In addition, the book presents evaluation results regarding the impact of robotics on students’ interests and competence development. The approaches discussed cover the whole educational range, from elementary school to the university level, in both formal as well as informal settings.
Education Science 2022
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Author : Muslim ALANOĞLU
language : en
Publisher: Efe Akademi Yayınları
Release Date :
Education Science 2022 written by Muslim ALANOĞLU and has been published by Efe Akademi Yayınları this book supported file pdf, txt, epub, kindle and other format this book has been release on with Cooking categories.
ANALYSIS OF RESEARCH ON 21ST CENTURY SKILLS: 2015-2022 Erhan ŞENGEL, Sevim AYDIN MACHINE LEARNING APPLICATIONS IN EDUCATION: A LITERATURE REVIEW Mustafa AKSOĞAN, Bünyamin ATICI DESIGN THINKING IN EDUCATION Rüveyda KARAMAN DÜNDAR DIGITAL REPUTATION OF SCHOOLS ACCORDING TO EDUCATION STAKEHOLDERS Esra KAYA ATICI, Songül KARABATAK WHAT HIGER EDUCATION STUDENTS THINK ABOUT ONLINE LEARNING IN THE NEW NORMAL PERIOD OF THE COVID-19 PANDEMIC? Niyazi AKTAŞ, Erhan ŞENGEL WRITING ASSESSMENT OF EFL (ENGLISH AS A FOREIGN LANGUAGE) LEARNERS IN ONLINE EDUCATION H. Kübra ER A QUALITATIVE STUDY ON THE CONTRIBUTIONS OF THE PRACTICUM EXPERIENCE TO PROSPECTIVE EFL TEACHERS’ PROFESSIONAL DEVELOPMENT Gülşah KÜLEKÇİ DESIGN MODEL FOR FOREIGN LANGUAGE PREPARATORY CLASSES Mehmet DOĞAN, İsmail GÜLER, Nazlı KOÇ RE-EVALUATION OF NOUN PHRASE ACCESSIBILITY HIERARCHY (NPAH): DOES IT WORK IN TURKISH EFL CONTEXT? Emrah ŞAVRAN DETERMINING THE ATTITUDES OF TOURISM MANAGEMENT DEPARTMENT STUDENTS TOWARDS ENGLISH AND A SOLUTION-ORIENTED APPROACH TO PROBLEMS Osman OZDEMIR AN ANALYSIS OF SECONDARY SCHOOL STUDENTS’ SENSE OF SCHOOL BELONGING IN TERMS OF VARIOUS VARIABLES Emel SARITAS
Ai Enhanced Teaching Methods
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Author : Ahmed, Zeinab E.
language : en
Publisher: IGI Global
Release Date : 2024-04-22
Ai Enhanced Teaching Methods written by Ahmed, Zeinab E. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-22 with Education categories.
The digital age has ushered in an era where students must be equipped not only with traditional knowledge but also with the skills to navigate an increasingly interconnected and technologically driven world. As traditional teaching methods encounter the complexities of the 21st century, the demand for innovation becomes more apparent. This paves the way for the era of artificial intelligence (AI), a technological frontier that carries the potential to reshape education fundamentally. AI-Enhanced Teaching Methods recognizes the urgency of the ongoing technological shift and delves into an exploration of how AI can be effectively harnessed to redefine the learning experience. The book serves as a guide for educators, offering insights into navigating between conventional teaching methodologies and the possibilities presented by AI. It provides an understanding of AI's role in education, covering topics from machine learning to natural language processing. Ethical considerations, including privacy and bias, are thoroughly addressed with thoughtful solutions as well. Additionally, the book provides valuable support for administrators, aiding in the integration of these technologies into existing curricula.
Wearable Devices And Smart Technology For Educational Teaching Assistance
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Author : Ul Rehman, Shafiq
language : en
Publisher: IGI Global
Release Date : 2024-12-24
Wearable Devices And Smart Technology For Educational Teaching Assistance written by Ul Rehman, Shafiq and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Education categories.
Wearable devices and smart technology are revolutionizing educational teaching assistance, offering innovative solutions to enhance learning experiences and support educators and students. These technologies enable real-time monitoring of student progress, provide personalized learning insights, and facilitate interactive lessons. By integrating wearable devices with educational platforms, teachers can access valuable data to adapt their teaching methods to individual needs, while students can benefit from engaging learning opportunities. As the education sector embraces these advancements, wearable and smart technologies have the potential to create more inclusive, adaptive, and efficient teaching environments, ultimately improving learning outcomes and accessibility. Wearable Devices and Smart Technology for Educational Teaching Assistance discusses how to create a sustainable education system for the future generation and how to make the necessary changes. To design a curriculum that is sustainable, it examines innovative teaching methods, the integration of technology, and the importance of sustainability when it comes to curricula. This book covers topics such as education technology, security devices, and teacher training, and is a useful resource for educators, engineers, security professionals, healthcare workers, scientists, academicians, and researchers.
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.