Human-Centered AI
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Product details:
- Publisher OUP Oxford
- Date of Publication 20 March 2025
- ISBN 9780198945345
- Binding Paperback
- No. of pages416 pages
- Size 235x160x16 mm
- Weight 634 g
- Language English
- Illustrations 26 colour illustrations 572
Categories
Short description:
In Human-Centered AI, Professor Ben Shneiderman provides an optimistic realist's guide to how artificial intelligence can be used to augment and enhance humans' lives.
MoreLong description:
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.
The book will be of interest to anyone interested in AI-including software engineers, designers, computer scientists, policymakers and philosophers -- and our future. Its writing style is accessible, and consequently can be read by both experts and novices. It may also be useful for pedagogical purposes.
Table of Contents:
PART 1 WHAT IS HUMAN-CENTERED ARTIFICIAL INTELLIGENCE?
Introduction: High Expectations
How Do Rationalism and Empiricism Provide Sound Foundations?
Are People and Computers in the Same Category?
Will Automation, AI, and Robots Lead to Widespread Unemployment?
Summary and Skeptic's Corner
PART 2 HUMAN-CENTERED AI FRAMEWORK
Introduction: Rising Above the Levels of Automation
Defining Reliable, Safe, and Trustworthy Systems
Two-Dimensional HCAI Framework
Design Guidelines and Examples
Summary and Skeptic's Corner
PART 3 DESIGN METAPHORS
Introduction: What Are the Goals of AI Research?
Science and Innovation Goals
Intelligent Agents and Supertools
Teammates and Tele-bots
Assured Autonomy and Control Centers
Social Robots and Active Appliances
Summary and Skeptic's Corner
PART 4 GOVERNANCE STRUCTURES
Introduction: How to Bridge the Gap from Ethics to Practice
Reliable Systems Based on Sound Software Engineering Practices
Safety Culture through Business Management Strategies
Trustworthy Certification by Independent Oversight
Government Interventions and Regulations
Summary and Skeptic's Corner
PART 5 WHERE DO WE GO FROM HERE?
Introduction: Driving HCAI Forward
Assessing Trustworthiness
Caring for and Learning from Older Adults
Summary and Skeptic's Corner
Personal Epilogue: How I Became Passionate about Human-Centered Approaches
Notes
Bibliography
Name Index
Subject Index
