Human-Centered Artificial Intelligence

Human-Centered AI

Ben Shneiderman, February 12, 2021, ben@cs.umd.edu

 

 

Book to be published by Oxford University Press in early 2022.

Table of Contents (current version)

Part 1: What is Human-Centered Artificial Intelligence?

  • Chapter 1: Introduction: High expectations
  • Chapter 2: How do rationalism or empiricism provide sound foundations?
  • Chapter 3: Are people and computers in the same category?
  • Chapter 4: Will automation, AI, and robots lead to widespread unemployment?
  • Chapter 5: Summary and skeptic’s corner

Part 2: Human-Centered AI Framework

  • Chapter 6: Introduction: Rising above the levels of automation
  • Chapter 7: Defining reliable, safe & trustworthy systems
    Chapter 8: Two-dimensional HCAI framework
  • Chapter 9: Design guidelines and examples
  • Chapter 10: Summary and skeptic’s corner

Part 3: Design Metaphors

  • Chapter 11: Introduction: What is the goal of AI research?
  • Chapter 12: Science and innovation goals
  • Chapter 13: Intelligent agents and supertools
  • Chapter 14: Teammates and tele-operated devices
  • Chapter 15: Assured autonomy and supervised autonomy
  • Chapter 16: Social robots and active appliances
  • Chapter 17: Summary and skeptic’s corner

Part 4: Governance Structures

  • Chapter 18: Introduction: How to bridge the gap from ethics to practice
  • Chapter 19: Reliable systems based on sound software engineering practices
  • Chapter 20: Safety culture through business management strategies
  • Chapter 21: Trustworthy certification by independent oversight 
  • Chapter 22: Government interventions and regulation
  • Chapter 23: Summary and skeptic’s corner

Part 5: Where Do We Go from Here?

  • Chapter 24: Introduction: Driving HCAI forward
  • Chapter 25: Assessing trustworthiness
  • Chapter 26: Caring for and learning from older adults
  • Chapter 27: Summary and skeptic’s corner
  • Chapter 28: Personal Epilogue How I became devoted to human-centered approaches

Back to HCAI Overview