Explainable Artificial Intelligence and Interpretable Machine Learning in Education (Hardcover)

Idioma: inglés

Editorial: Taylor & Francis Ltd, London, 2026

1041149018 / 9781041149019

Librería: CitiRetail, Stevenage, Reino UnidoCitiRetail

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Descripción del artículo del vendedor

Hardcover. In a rapidly evolving landscape of educational research, explainable artificial intelligence (XAI) and interpretable machine learning (IML) are emerging as pivotal tools that enhance transparency, efficiency, and innovation. This book serves as a comprehensive guide to understanding and leveraging these technologies to transform teaching, learning, and research practices. It aims to bridge the gap between complex technological advancements and practical educational applications. It delves into how XAI and IML can be harnessed to analyze vast educational datasets, assess student performance, and design adaptive learning environments, all while ensuring the interpretability and ethical deployment of AI systems. Through a blend of theoretical insights and real-world examples, the book explores topics such as the foundations of XAI, the development of IML algorithms for education, and the ethical implications of data-driven decision-making. A unique feature of this volume is its interdisciplinary approach, combining perspectives from educators, researchers, and data scientists. It emphasizes collaboration and encourages contributors to address emerging trends, challenges, and opportunities in the application of XAI and IML. Case studies from diverse educational contexts provide practical insights and inspire innovative solutions to pressing educational issues. The book serves as a comprehensive and definitive guide for practitioners and researchers dedicated to enhancing educational processes. Explainable AI (XAI) and interpretable machine learning are becoming essential in educational research, offering transparency and practical insight. This book provides a comprehensive guide to applying these technologies to analyze data, assess learning, and design adaptive environments while maintaining ethical and interpretable AI use. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

N° de ref. del artículo 9781041149019

Título
Explainable Artificial Intelligence and Interpretable Machine Learning in Education (Hardcover)
Autor
Myint Swe Khine
Editorial
Taylor & Francis Ltd, London
Año de publicación
2026
Estado
new
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
1041149018
ISBN 13
9781041149019

CitiRetail

Stevenage, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 29 de junio de 2022

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Primer artículoEUR 44,28EUR 44,28
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