Human-Centered AI

图书简介

The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, 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 offers an optimistic realist’s 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 offer a road map for 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.

Part I: What Is Artificial Intelligence?; 1 Dreams and Nightmares; 2 Alchemy, Astrology, and AI: Lessons from the Past; 3 Jobs, Jobs, Jobs!; 4 Stories that Shape the Future: Self-Efficacy and Control; 5 Getting Beyond AI to Human-Centered Thinking; Part II: Human-Centered AI: Empowering People, Expanding Possibilities; 6 Introduction; 7 Defining Reliable, Safe And Trustworthy Systems; 8 Two-Dimensional Framework for RST Systems; 9 Prometheus Principles and Examples; 10 Skeptic’s Corner; Part III: AI’s Two Grand Goals: Human Emulation and Useful Applications; 11 Introduction; 12 Two Goals for AI Researchers and Developers; 13 Intelligent Agent and Powerful Tool; 14 Simulated Teammate and Tele-Operated Device; 15 Autonomous System and Supervisory Control; 16 Humanoid Robots and Mechanical-Like Appliances; 17 Skeptic’s Corner; Part IV: Governance Structures for Human-Centered AI; 18 Introduction; 19 Reliable Systems Based on Software Engineering Practices; 20 Safety Culture Through Business Management Strategies; 21 Trustworthy Certification by Independent Oversight; 22 Skeptic’s Corner; Part V: Where Do We Go from Here?; 23 Stopping AI-Driven Misinformation and Criminals; 24 Supporting Environmental Protection, Social Justice And Human Rights; 25 Compassion in Caring for Our Older Adults; 26 Beyond Robots: Notbots and Newbots; 27 Frontier Thinking to Chart the Future; Notes; Bibliography; Index

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Human-Centered AI 以人为本的人工智能 计算机科学技术基础学科

Human-Centered AI

以人为本的人工智能
计算机科学技术基础学科