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.
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.
Ben Shneiderman is an emeritus distinguished university professor in the Department of Computer Science at the University of Maryland. His widely used contributions include clickable highlighted weblinks, high-precision touchscreen keyboards for mobile devices, and tagging for photos. Shneiderman's information visualization innovations include dynamic query sliders for Spotfire, development of treemaps for viewing hierarchical data, novel network visualizations for NodeXL, and event sequence analysis for electronic health records. Shneiderman is also the 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.
Inhaltsangabe
* 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
* 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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