Handbook On Intelligent Techniques In The Educational Process
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| Author | : Mirjana Ivanović |
| Publisher | : Springer Nature |
| Total Pages | : 399 |
| Release | : 2022-06-15 |
| Genre | : Technology & Engineering |
| ISBN | : 3031046625 |
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.
| Author | : Subhojit Dawn |
| Publisher | : Springer Nature |
| Total Pages | : 1126 |
| Release | : 2020-03-02 |
| Genre | : Technology & Engineering |
| ISBN | : 3030423638 |
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.
| Author | : Walters, Annette G. |
| Publisher | : IGI Global |
| Total Pages | : 656 |
| Release | : 2024-10-25 |
| Genre | : Education |
| ISBN | : |
Special education encounters distinct challenges in delivering personalized and practical assistance to students with disabilities. Educators frequently require support to address the varied needs of these students, resulting in learning and development gaps. Moreover, early identification and catering to these needs can take time and effort, affecting students' long-term academic success. There is an urgent need for innovative solutions that can bridge these gaps and improve the educational experiences of students with disabilities. Transforming Special Education Through Artificial Intelligence offers a comprehensive exploration of how Artificial Intelligence (AI) can transform special education by providing personalized and individualized support for students with disabilities. Through case studies and real-life examples, we demonstrate how AI can analyze data to tailor learning experiences, and most importantly, identify learning difficulties early. This crucial aspect of AI can significantly enhance communication among stakeholders and reassure them about the potential of AI in improving educational outcomes for students with disabilities.
| Author | : Vladimir L. Uskov |
| Publisher | : Springer Nature |
| Total Pages | : 210 |
| Release | : |
| Genre | : |
| ISBN | : 9819749549 |
| Author | : Vasant, Pandian |
| Publisher | : IGI Global |
| Total Pages | : 913 |
| Release | : 2014-11-30 |
| Genre | : Computers |
| ISBN | : 1466672595 |
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.
| Author | : Sharon Mistretta |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 412 |
| Release | : 2024-01-24 |
| Genre | : Computers |
| ISBN | : 1837697302 |
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.
| Author | : Plamen Parvanov Angelov |
| Publisher | : World Scientific |
| Total Pages | : 1057 |
| Release | : 2022-06-29 |
| Genre | : Computers |
| ISBN | : 9811247331 |
The Handbook on Computer Learning and Intelligence is a second edition which aims to be a one-stop-shop for the various aspects of the broad research area of computer learning and intelligence. This field of research evolved so much in the last five years that it necessitates this new edition of the earlier Handbook on Computational Intelligence.This two-volume handbook is divided into five parts. Volume 1 covers Explainable AI and Supervised Learning. Volume 2 covers three parts: Deep Learning, Intelligent Control, and Evolutionary Computation. The chapters detail the theory, methodology and applications of computer learning and intelligence, and are authored by some of the leading experts in the respective areas. The fifteen core chapters of the previous edition have been written and significantly refreshed by the same authors. Parts of the handbook have evolved to keep pace with the latest developments in computational intelligence in the areas that span across Machine Learning and Artificial Intelligence. The Handbook remains dedicated to applications and engineering-orientated aspects of these areas over abstract theories.Related Link(s)
| Author | : Chee Peng Lim |
| Publisher | : Springer Nature |
| Total Pages | : 282 |
| Release | : 2022-09-29 |
| Genre | : Medical |
| ISBN | : 3031111702 |
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.
| Author | : Fabián R. Narváez |
| Publisher | : Springer Nature |
| Total Pages | : 542 |
| Release | : 2023-05-20 |
| Genre | : Computers |
| ISBN | : 3031322134 |
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.
| Author | : Angela M. O'Donnell |
| Publisher | : John Wiley & Sons |
| Total Pages | : 659 |
| Release | : 2024-12-31 |
| Genre | : Psychology |
| ISBN | : 1394267320 |
O'Donnell et al.'s Educational Psychology provides pre-service teachers with a comprehensive framework for implementing effective teaching strategies aimed at enhancing students' learning, development, and potential. Through a meticulous examination of relevant psychological theories, supplemented by contemporary local case studies, and detailed analysis of lesson plans, the text offers a nuanced understanding of educational psychology without resorting to specialised terminology. Central to the text is a reflective practice framework, equipping readers with the essential skills to bridge theoretical concepts with real-world classroom scenarios. Emphasising critical thinking and reflective practice, the text underscores their significance in fostering sustained professional growth and success. By integrating reflective practice into the fabric of the narrative, utilising real classroom examples, Educational Psychology cultivates a deep-seated understanding of the practical applications of psychological principles in educational contexts.
