Human-Centered AI
Oxford University Press (Verlag)
978-0-19-894534-5 (ISBN)
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A HUMAN-CENTERED APPROACH TO ARTIFICIAL INTELLIGENCE WILL ENSURE HUMAN CONTROL OVER POWERFUL AND HELPFUL FUTURE MOBILE DEVICES AND SERVICES
Researchers, developers, business leaders, policy makers, and others are expanding the technology-centered scope of artificial intelligence (AI) to include human-centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view to embrace a human-centered perspective can shape the future of technology to better serve human needs.
The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, as many technology companies and thought leaders have said, the goal is not to replace people, but to empower them by making design choices that give humans control over technology.
In Human-Centered AI, Professor Ben Shneiderman aims to produce an optimistic, realistic, guide to how artificial intelligence can be used to augment and enhance humans' lives. This project bridges the gap between ethical considerations and practical realities to make successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity.
BEN SHNEIDERMAN is an Emeritus Distinguished University Professor in the Department of Computer Science, Founding Director (1983-2000) of the Human-Computer Interaction Laboratory, and a Member of the UM Institute for Advanced Computer Studies (UMIACS) at the University of Maryland. He is a Fellow of the AAAS, ACM, IEEE, NAI, and the Visualization Academy, and a Member of the US National Academy of Engineering, in recognition of his pioneering contributions to human-computer interaction and information visualization.
PART 1 WHAT IS HUMAN-CENTERED ARTIFICIAL INTELLIGENCE?
1: Introduction: High Expectations
2: How Do Rationalism and Empiricism Provide Sound Foundations?
3: Are People and Computers in the Same Category?
4: Will Automation, AI, and Robots Lead to Widespread Unemployment?
5: Summary and Skeptic's Corner
PART 2 HUMAN-CENTERED AI FRAMEWORK
6: Introduction: Rising Above the Levels of Automation
7: Defining Reliable, Safe, and Trustworthy Systems
8: Two-Dimensional HCAI Framework
9: Design Guidelines and Examples
10: Summary and Skeptic's Corner
PART 3 DESIGN METAPHORS
11: Introduction: What Are the Goals of AI Research?
12: Science and Innovation Goals
13: Intelligent Agents and Supertools
14: Teammates and Tele-bots
15: Assured Autonomy and Control Centers
16: Social Robots and Active Appliances
17: Summary and Skeptic's Corner
PART 4 GOVERNANCE STRUCTURES
18: Introduction: How to Bridge the Gap from Ethics to Practice
19: Reliable Systems Based on Sound Software Engineering Practices
20: Safety Culture through Business Management Strategies
21: Trustworthy Certification by Independent Oversight
22: Government Interventions and Regulations
23: Summary and Skeptic's Corner
PART 5 WHERE DO WE GO FROM HERE?
24: Introduction: Driving HCAI Forward
25: Assessing Trustworthiness
26: Caring for and Learning from Older Adults
27: Summary and Skeptic's Corner
Personal Epilogue: How I Became Passionate about Human-Centered Approaches
Notes
Bibliography
Name Index
Subject Index
| Erscheint lt. Verlag | 27.3.2025 |
|---|---|
| Zusatzinfo | 26 colour illustrations |
| Verlagsort | Oxford |
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Themenwelt | Informatik ► Software Entwicklung ► User Interfaces (HCI) |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Naturwissenschaften | |
| ISBN-10 | 0-19-894534-5 / 0198945345 |
| ISBN-13 | 978-0-19-894534-5 / 9780198945345 |
| Zustand | Neuware |
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