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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.
Sommario
- 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
Info autore
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.
Riassunto
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.
Testo aggiuntivo
Human-Centered AI makes a case for AI systems that amplify and extend human abilities and performance.
