Human-centered AI

Human-centered AI

by Shneiderman, Ben

Type Book
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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.

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Title Statements

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

Summary

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.

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Edition Statements

  • Publication Date:©2022

Publication Statements

  • Publisher(s):Oxford University Press
  • Place of Publication:Oxford, United Kingdom
  • Language:eng
  • Publication Date:©2022

The Physical Object

  • Description:1 online resource : : color illustrations.

Edition Identifiers

  • ISBN:9780192659996, 0192659995, 9780192660008, 0192660004, 9780191937583, 0191937584
  • oclc:on1291400981
  • LC Classification:Q335
  • Dewey Decimal:006.3

Table of Contents

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 -- 21: APPENDIX A Non-Gove…

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