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Generative AI for Personalized Learning: Foundations, Trends, and Future Challenges - Tapa dura

Dhanaraj, Rajesh Kumar; Krishnasamy, Balasamy; Rajendran, Umapriya; Sellappan, Suganyadevi; Jaikumar, Rohan

 
9781032883595: Generative AI for Personalized Learning: Foundations, Trends, and Future Challenges
Tapa dura
ISBN 10: 1032883596 ISBN 13: 9781032883595
Editorial: CRC Press, 2025

Sinopsis

The rapid evolution of generative AI (GenAI) is reshaping education, making personalized learning more adaptive, accessible, and effective than ever before. This book explores the profound ways in which GenAI-driven tools―such as GPT-4, transformers, and GANs―are transforming traditional teaching and learning paradigms. From real-time curriculum adaptation to AI-powered tutors, GenAI is not just enhancing education―it is redefining it.

Through in-depth analysis and real-world case studies from Finland, Singapore, Japan, and the United States, this book examines how AI-driven learning environments foster student engagement and improve outcomes. It highlights the shift from one-size-fits-all education to truly individualized learning paths, where AI dynamically adjusts content, pacing, and feedback to each learner’s needs. Teachers, rather than being replaced, are empowered with intelligent tools that enhance their instructional strategies.

The rise of AI in education also brings critical challenges. This book does not shy away from discussing ethical concerns, data privacy issues, and the risks of bias in AI-driven education. It provides a balanced perspective, offering strategies to ensure that GenAI serves all students equitably, promoting fairness and inclusivity in the classroom. Whether you are an educator, researcher, policymaker, or technology leader, Generative AI for Personalized Learning offers valuable insights into the future of education. It presents a forward-thinking vision―ne where AI and human expertise work in harmony to create a more responsive, scalable, and learner-centric educational experience.

The future of learning is not coming―t is already here. This book is your essential guide to understanding and navigating this transformation.

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Acerca del autor

Rajesh Kumar Dhanaraj is a distinguished Professor at Symbiosis International (Deemed University) in Pune, India. His exceptional academic and research contributions have placed him among the top 2% of scientists globally, an honor recognized by Elsevier and Stanford University.

Balasamy Krishnasamy is working as an Assistant Professor in the Department of Artificial intelligence and Data Science at Bannari Amman Institute of Technology, Sathyamangalam, India.

Umapriya Rajendran is an Assistant Professor in the Department of Chemical Engineering at KPR Institute of Engineering and Technology, Coimbatore, India.

Suganyadevi Sellappan is an Assistant Professor in the department of ECE at KPR Institute of Engineering and Technology, Tamilnadu, India.

Rohan Jaikumar, Director, Metasage Alliance, is an alumnus of IIM Kozhikode and a recognized expert in large-scale training, strategic transformation, and educational reform. He has over 16 years of experience leading high-impact initiatives across education, research, and social-impact sectors, designing capacity-building programs and driving institutional change.

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Editorial
CRC Press
Año de publicación
2025
Idioma
Inglés
ISBN 10 
1032883596
ISBN 13 
9781032883595
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
338
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
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