Human-Centered AI

Auteur
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.

Texte du rabat

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.

Contenu

• 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