Handbook on Intelligent Techniques in the Educational Process

Handbook on Intelligent Techniques in the Educational Process PDF

Author: Mirjana Ivanović

Publisher: Springer Nature

Published: 2022-06-15

Total Pages: 399

ISBN-13: 3031046625

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Education has a substantial impact and influences on almost all sectors in modern society. Different computer-supported educational systems have been developing for many decades to support and make easier teaching and learning processes on all levels of education. Influences of rapid development of Information Communication Technologies and other related disciplines on design and implementation of intelligent, sophisticated educational systems are evident. Nowadays intensive development and wide applications of Artificial Intelligent techniques significantly affect the development of intelligent tutoring systems, smart learning environments that incorporate virtual and augmented reality and robots. Artificial Intelligence has the potential to address some of the biggest challenges in education today, but also in the future in order to establish innovative teaching and learning practices facilitated by powerful educational datamining and learning analytics. This book presents a collection of 17 chapters that bring interesting aspects of the state-of-the-art of application of intelligent techniques in different educational processes and settings. We believe that the works presented in the book will be of great interest to readers and that will motivate them to try to enhance presented approaches and propose better and more advanced solutions.

Intelligent Techniques and Applications in Science and Technology

Intelligent Techniques and Applications in Science and Technology PDF

Author: Subhojit Dawn

Publisher: Springer Nature

Published: 2020-03-02

Total Pages: 1126

ISBN-13: 3030423638

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This book provides innovative ideas on achieving sustainable development and using green technologies to conserve our ecosystem. Innovation is the successful exploitation of a new idea. Through innovation, we can achieve MORE while using LESS. Innovations in science & technology will not only help mankind as a whole, but also contribute to the economic growth of individual countries. It is essential that the global problem of environmental degradation be addressed immediately, and thus, we need to rethink the concept of sustainable development. Indeed, new environmentally friendly technologies are fundamental to attaining sustainable development. The book shares a wealth of innovative green technological ideas on how to preserve and improve the quality of the environment, and how to establish a more resource-efficient and sustainable society. The book provides an interdisciplinary approach to addressing various technical issues and capitalizing on advances in computing & optimization for scientific & technological development, smart information, communication, bio-monitoring, smart cities, food quality assessment, waste management, environmental aspects, alternative energies, sustainable infrastructure development, etc. In short, it offers valuable information and insights for budding engineers, researchers, upcoming young minds and industry professionals, promoting awareness for recent advances in the various fields mentioned above.

An Introduction to Artificial Intelligence in Education

An Introduction to Artificial Intelligence in Education PDF

Author: Shengquan Yu

Publisher: Springer Nature

Published: 2021-11-29

Total Pages: 205

ISBN-13: 9811627703

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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.

Handbook of Research on Artificial Intelligence Techniques and Algorithms

Handbook of Research on Artificial Intelligence Techniques and Algorithms PDF

Author: Vasant, Pandian

Publisher: IGI Global

Published: 2014-11-30

Total Pages: 873

ISBN-13: 1466672595

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For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling and tackling a wide range of real-world application problems in society and nature. Analysts have turned to these problem-solving techniques in the event during natural disasters and chaotic systems research. The Handbook of Research on Artificial Intelligence Techniques and Algorithms highlights the cutting edge developments in this promising research area. This premier reference work applies Meta-heuristics Optimization (MO) Techniques to real world problems in a variety of fields including business, logistics, computer science, engineering, and government. This work is particularly relevant to researchers, scientists, decision-makers, managers, and practitioners.

Reimagining Education

Reimagining Education PDF

Author: Sharon Mistretta

Publisher: BoD – Books on Demand

Published: 2024-01-24

Total Pages: 412

ISBN-13: 1837697302

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Education stakeholders are at a crossroads where teaching and learning paths intersect with technologies fueled by emerging artificial intelligence. Educators who observe the residual effects of a global pandemic are left to wonder what creative technology solutions that sustain teaching and learning amidst mutating contagions should be retained, abandoned, or re-imagined to create sustainable pedagogy practices. In this book about e-learning, invited authors analyze the impacts of overarching issues facing educators across the globe to rethink how they deliver content and assess students' learning. A global community of scholars and researchers contributed twenty chapters to examine artificial intelligence, alternative assessments, education policy, creative technology, creative lesson plans, and emerging workforce trends to foster emerging paradigms in the post-pandemic era.

Artificial Intelligence and Machine Learning for Healthcare

Artificial Intelligence and Machine Learning for Healthcare PDF

Author: Chee Peng Lim

Publisher: Springer Nature

Published: 2022-09-29

Total Pages: 282

ISBN-13: 3031111702

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In line with advances in digital and computing systems, artificial intelligence (AI) and machine learning (ML) technologies have transformed many aspects of medical and healthcare services, delivering tangible benefits to patents and the general public. This book is a sequel of the edition on “Artificial Intelligence and Machine Learning for Healthcare”. The first volume is focused on utilization of AI and ML for image and data analytics in the medical and healthcare domains. In this second volume, emerging methodologies and future trends in AI and ML for advancing medical treatments and healthcare services are presented. The selected studies in this book provide readers a glimpse on current progresses in AI and ML for undertaking a variety of healthcare-related tasks. The advances in AI and ML technologies for future healthcare are also discussed, shedding light on the potential of AI and ML to realize the next-generation medical treatments and healthcare services for the betterment of our global society.

Smart Technologies, Systems and Applications

Smart Technologies, Systems and Applications PDF

Author: Fabián R. Narváez

Publisher: Springer Nature

Published: 2023-05-20

Total Pages: 542

ISBN-13: 3031322134

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This book constitutes the refereed proceedings of the 3rd International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2022, held in Cuenca, Ecuador, in November 16–18, 2022. The 37 full papers included in this book were carefully reviewed and selected from 121 submissions. They were organized in topical sections as follows: Smart Technologies, Smart Systems, Smart Trends and Applications.

Innovation in Medicine and Healthcare

Innovation in Medicine and Healthcare PDF

Author: Yen-Wei Chen

Publisher: Springer Nature

Published: 2023-05-30

Total Pages: 402

ISBN-13: 9819933110

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This book presents the proceedings of the KES International Conferences on Innovation in Medicine and Healthcare (KES-InMed-23), held in Rome, Italy, on June 14–16, 2023. Covering a number of key areas, including digital IT architecture in healthcare; advanced ICT for medicine and healthcare; biomedical engineering, trends, research and technologies; and healthcare support systems, this book is a valuable resource for researchers, managers, industrialists and anyone wishing to gain an overview of the latest research in these fields.

Utilizing AI Tools in Academic Research Writing

Utilizing AI Tools in Academic Research Writing PDF

Author: Srivastava, Anugamini Priya

Publisher: IGI Global

Published: 2024-05-02

Total Pages: 313

ISBN-13:

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Those entrenched in academia often have daunting processes of formulating research questions, data collection, analysis, and scholarly paper composition. Artificial intelligence (AI) emerges as an invaluable ally, simplifying these processes and elevating the quality of scholarly output. Where the pursuit of knowledge meets the cutting edge of technology, Utilizing AI Tools in Academic Research Writing unfolds a transformative journey through the symbiotic relationship between AI and academic inquiry. It offers practical insights into the myriad ways AI can revolutionize academic pursuits. This book extends beyond theoretical discussions, delving into practical dimensions of AI integration, demonstrating how it facilitates topic identification, refines research design, empowers data analysis, and enriches literature reviews. Readers will explore AI's indispensable role in precise hypothesis development, enhancing the very foundation of academic inquiry. The book introduces AI-powered tools that streamline writing and editing, ensuring research papers meet the highest standards of clarity and correctness. Ethical considerations in AI-integrated research take center stage, emphasizing responsible and transparent practices. This book is ideal for doctoral candidates, master's students, undergraduates, or seasoned faculty members.

Childhood Developmental Language Disorders: Role of Inclusion, Families, and Professionals

Childhood Developmental Language Disorders: Role of Inclusion, Families, and Professionals PDF

Author: Katsarou, Dimitra

Publisher: IGI Global

Published: 2023-11-28

Total Pages: 450

ISBN-13:

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The fields of neurolinguistics and psycholinguistics often lack comprehensive resources that address the diverse range of developmental language disorders while also providing insights into effective treatments and special education approaches. Many existing books focus on specific disorders or groups of disorders, leaving a gap in knowledge and understanding for academic scholars and professionals seeking a broader perspective. This limitation hampers efforts to support individuals with developmental language disorders and integrate them into schools and society. Childhood Developmental Language Disorders: Role of Inclusion, Families, and Professionals is a groundbreaking book offers a holistic and inclusive approach to developmental language disorders. This edited volume covers a wide range of disorders and provides insights into linguistic approaches, treatment methods, and special education practices. It serves as a comprehensive resource that equips academic scholars, educators, clinicians, therapists, and parents with the knowledge and strategies needed to address developmental language disorders effectively. With chapters authored by experts in the field, the book explores topics such as psycholinguistics, neurolinguistics, etiology, differential diagnosis, genetic syndromes, dyslexia, autism, aphasias, stuttering, psychological problems and language, developmental psychopathology, cognitive and linguistic profiles, special education, therapy, inclusion, and the roles of schools, families, and caregivers.