Human-Centered AI

Human-Centered AI

Shneiderman, Ben

Oxford University Press

01/2022

400

Dura

Inglês

9780192845290

15 a 20 dias

830

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 Skeptics 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
Chapter 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
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