Human-Centered Artificial Intelligence: Research and Applications

Human-Centered Artificial Intelligence: Research and Applications explores current theories, fundamentals, techniques, and diverse applications of human-centered AI, focusing on explainability, interpretability, and understanding, and its applications in human-robot interaction, healthcare, and decision-making.

Format: Paperback / softback
Length: 312 pages
Publication date: 01 June 2022
Publisher: Elsevier Science & Technology

Human-Centered Artificial Intelligence: Research and Applications delves into the realm of human-centered AI, presenting cutting-edge theories, fundamentals, techniques, and a wide range of applications. This comprehensive book explores the crucial question of whether AI models can be explainable, interpretable, and understandable. It provides a comprehensive introduction to the design and development process, encompassing mind perception and human interfaces. It also examines diverse applications of human-centered AI, such as human-robot interaction, healthcare, and decision-making, among others. With its focus on pushing the boundaries of previously limited AI solutions to bridge the gap between machine and human, this book serves as an invaluable resource for staying updated on the latest advancements in the field.

Introduction:
Human-Centered Artificial Intelligence (AI) has gained significant attention in recent years as researchers and practitioners strive to develop AI systems that are more aligned with human needs and preferences. This book aims to provide a comprehensive exploration of the current theories, fundamentals, techniques, and diverse applications of human-centered AI.
Are AI Models Explainable, Interpretable, and Understandable?:
One of the central themes of this book is the question of whether AI models can be explainable, interpretable, and understandable. The authors delve into the complexities of AI algorithms, machine learning techniques, and data analysis approaches to assess the extent to which these models can provide insights into their decision-making processes. They discuss the importance of transparency, interpretability, and explainability in AI systems, as they enable humans to trust and validate the outputs of these systems.
Design and Development Process:
The book provides a detailed introduction to the design and development process of human-centered AI systems. It covers various aspects, including mind perception, human interfaces, and the integration of AI technologies into everyday life. The authors discuss the challenges and opportunities associated with designing AI systems that are intuitive, user-friendly, and accessible to a wide range of users.
Diverse Applications of Human-Centered AI:
The book explores a wide range of applications of human-centered AI, including human-robot interaction, healthcare, education, and decision-making. It provides insights into how AI can be used to enhance human capabilities, improve human well-being, and address complex societal problems. The authors showcase real-world examples and case studies to illustrate the practical implications and benefits of human-centered AI.
Conclusion:
In conclusion, Human-Centered Artificial Intelligence: Research and Applications is a valuable resource for researchers, practitioners, and students interested in the field of human-centered AI. It provides a comprehensive overview of the current theories, fundamentals, techniques, and applications of human-centered AI. By addressing the question of explainability, interpretability, and understandability, the book contributes to the development of more trustworthy and ethical AI systems. The design and development process outlined in the book provides valuable insights into the challenges and opportunities associated with creating AI systems that are aligned with human needs and preferences. The diverse applications of human-centered AI showcased in the book highlight the potential of AI to transform various industries and improve human well-being. As the field of AI continues to evolve, this book will remain an essential reference for anyone seeking to stay informed about the latest advances and applications in human-centered AI.

Weight: 450g
Dimension: 229 x 152 (mm)
ISBN-13: 9780323856485