Human-centered AI

Human-centered AI

by Shneiderman, Ben

Type Book
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"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 pe…

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Title Statements

  • Full title :Human-centered AI / Ben Shneiderman.

Summary

"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."--

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Edition Statements

  • Publication Date:©2022

Publication Statements

The Physical Object

  • Description:xii, 377 pages : : illustrations (colour) ; : 24 cm

Edition Identifiers

  • ISBN:0192845292, 9780192845290
  • oclc:on1258219484
  • LC Classification:Q335
  • Dewey Decimal:006.3

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 -- 22 Government Interventions and Regulations -- Summary and Skeptic's Corner -- Part 5. W…

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