Advances in Human-AI Collaboration

Table of Contents

1. Cover
2. Table of Contents
3. Series Page
4. Title Page
5. Copyrigh
6. Advisory Board
7. List of Contributors
8. Preface
9. Section I Fundamentals in Human–AI Collaboration
   1. 1 Human Interaction with Intelligent Automation
      1. 1.1 Introduction
      2. 1.2 Background
      3. 1.3 Human Interaction with Intelligent Automation
      4. 1.4 Three Scenarios
      5. 1.5 Discussion
      6. 1.6 Conclusions
      7. References
   2. 2 Human–AI Interaction Fundamentals
      1. 2.1 Introduction
      2. 2.2 Human-Centered AI
      3. 2.3 Interaction Styles
      4. 2.4 Interaction Contexts
      5. 2.5 HCI Aspects in Human–AI Interaction
      6. 2.6 Summary and Conclusions
      7. References
   3. 3 Human–AI Interaction Fundamentals
      1. 3.1 Introduction
      2. 3.2 Entities Involved in Human–AI Interaction
      3. 3.3 Human–AI Interaction Levels
      4. 3.4 Critical Elements of Human–AI Interaction
      5. 3.5 Conclusions
      6. References
   4. 4 Guidelines for Human–AI Interaction and User Experience
      1. 4.1 Introduction
      2. 4.2 Social Needs
      3. 4.3 Guidelines to Address Selected Common Social Needs
      4. 4.4 Discussion and Future Outlook
      5. References
   5. 5 Human Intelligence vs. Artificial Intelligence
      1. 5.1 Characterizing Similarities and Differences Today
      2. 5.2 Limitations in Human and Artificial Intelligence Today
      3. 5.3 Trustworthiness
      4. References
   6. 6 Advances in Human–AI Collaboration
      1. 6.1 Introduction
      2. 6.2 Application of AI in Training
      3. 6.3 Case Studies of Training with AI Support
      4. 6.4 Summary
      5. Acknowledgments
      6. References
   7. 7 Human-AI Teaming
      1. 7.1 Theoretical Foundations
      2. 7.2 Decision-Making Process in Human–AI Teaming
      3. 7.3 Communication in Human–AI Teaming
      4. 7.4 Trust
      5. 7.5 Explainability and ...