Generative AI for personalized learning foundations, trends, and future challenges / Rajesh Kumar Dhanaraj, Balasamy Krishnasamy, Umapriya Rajendran, Suganyadevi Sellappan, and Rohan Jaikumar.

Author/creator Dhanaraj, Rajesh Kumar
Format Electronic
EditionFirst edition.
Publication InfoBoca Raton, FL : CRC Press, 2026.
Descriptionpages cm
Supplemental ContentFull text available from eBooks on EBSCOhost
Subjects

Other author/creatorKrishnasamy, Balasamy http://id.loc.gov/rwo/agents/n2025022738.
Other author/creatorRajendran, Umapriya http://id.loc.gov/rwo/agents/n2025022739.
Other author/creatorSellappan, Suganyadevi http://id.loc.gov/rwo/agents/n2025022740.
Other author/creatorJaikumar, Rohan http://id.loc.gov/rwo/agents/n2025022741.
Abstract "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. However, 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 in Personalized Learning offers valuable insights into the future of education. It presents a forward-thinking vision-one 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-it is already here. This book is your essential guide to understanding and navigating this transformation"-- Provided by publisher.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2025024556
ISBN9781032883595 hardback
ISBN9781032883601 paperback
ISBNebook

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