Human-Centered Artificial Intelligence
Autor: | Chang S. Nam, Jae-Yoon Jung, Sangwon Lee |
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EAN: | 9780323856492 |
eBook Format: | ePUB/PDF |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 15.05.2022 |
Untertitel: | Research and Applications |
Kategorie: | |
Schlagworte: | AI agent AdaBoost AlphaGo Anthropomorphism Artificial intelligence Artificial intelligence (AI) Autonomy Backpropagation Bagging Black box Boosting Class Activation Map Conv-layer ConvNet Corporate social responsibility (CSR) DARPA Da |
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Human-Centered Artificial Intelligence: Research and Applications presents current theories, fundamentals, techniques and diverse applications of human-centered AI. Sections address the question, 'are AI models explainable, interpretable and understandable?, introduce readers to the design and development process, including mind perception and human interfaces, explore various applications of human-centered AI, including human-robot interaction, healthcare and decision-making, and more. As human-centered AI aims to push the boundaries of previously limited AI solutions to bridge the gap between machine and human, this book is an ideal update on the latest advances. - Presents extensive research on human-centered AI technology - Provides different methods and techniques used to investigate human-AI interaction - Discusses open questions and challenges in trust within human-centered AI - Explores how human-centered AI changes and operates in human-machine interactions