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Artificial Intelligence in HCI

Second International Conference, AI-HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12797)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): HCII: International Conference on Human-Computer Interaction

Conference proceedings info: HCII 2021.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xx
  2. Ethics, Trust and Explainability

    1. Front Matter

      Pages 1-1
    2. Towards Design Principles for User-Centric Explainable AI in Fraud Detection

      • Douglas Cirqueira, Markus Helfert, Marija Bezbradica
      Pages 21-40
    3. Whoops! Something Went Wrong: Errors, Trust, and Trust Repair Strategies in Human Agent Teaming

      • Summer Rebensky, Kendall Carmody, Cherrise Ficke, Daniel Nguyen, Meredith Carroll, Jessica Wildman et al.
      Pages 95-106
    4. What Does It Mean to Explain? A User-Centered Study on AI Explainability

      • Lingxue Yang, Hongrun Wang, Léa A. Deleris
      Pages 107-121
  3. Human-Centered AI

    1. Front Matter

      Pages 123-123
    2. A Contextual Bayesian User Experience Model for Scholarly Recommender Systems

      • Zohreh D. Champiri, Brian Fisher, Chun Yong Chong
      Pages 139-165
    3. Collaborative Human-AI Sensemaking for Intelligence Analysis

      • Stephen L. Dorton, Robert A. Hall
      Pages 185-201
    4. Towards Incorporating AI into the Mission Planning Process

      • Stephanie Kane, Vanessa Moody, Michael Harradon
      Pages 216-228
    5. Putting a Face on Algorithms: Personas for Modeling Artificial Intelligence

      • Amela Karahasanović, Asbjørn Følstad, Patrick Schittekat
      Pages 229-240
    6. Tool or Partner: The Designer’s Perception of an AI-Style Generating Service

      • Kyungsun Kim, Jeongyun Heo, Sanghoon Jeong
      Pages 241-259

Other Volumes

  1. Human-Computer Interaction. Theory, Methods and Tools

    Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  2. Human-Computer Interaction. Interaction Techniques and Novel Applications

    Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  3. Human-Computer Interaction. Design and User Experience Case Studies

    Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part III
  4. Human Interface and the Management of Information. Information Presentation and Visualization

    Thematic Area, HIMI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  5. Human Interface and the Management of Information. Information-Rich and Intelligent Environments

    Thematic Area, HIMI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  6. Engineering Psychology and Cognitive Ergonomics

    18th International Conference, EPCE 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  7. Universal Access in Human-Computer Interaction. Design Methods and User Experience

    15th International Conference, UAHCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  8. Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments

    15th International Conference, UAHCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  9. Virtual, Augmented and Mixed Reality

    13th International Conference, VAMR 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  10. Cross-Cultural Design. Experience and Product Design Across Cultures

    13th International Conference, CCD 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  11. Cross-Cultural Design. Applications in Arts, Learning, Well-being, and Social Development

    13th International Conference, CCD 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  12. Cross-Cultural Design. Applications in Cultural Heritage, Tourism, Autonomous Vehicles, and Intelligent Agents

    13th International Conference, CCD 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part III
  13. Social Computing and Social Media: Experience Design and Social Network Analysis

    13th International Conference, SCSM 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  14. Social Computing and Social Media: Applications in Marketing, Learning, and Health

    13th International Conference, SCSM 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  15. Augmented Cognition

    15th International Conference, AC 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  16. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Human Body, Motion and Behavior

    12th International Conference, DHM 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  17. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. AI, Product and Service

    12th International Conference, DHM 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  18. Design, User Experience, and Usability: UX Research and Design

    10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  19. Design, User Experience, and Usability: Design for Diversity, Well-being, and Social Development

    10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  20. Design, User Experience, and Usability: Design for Contemporary Technological Environments

    10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part III
  21. Distributed, Ambient and Pervasive Interactions

    9th International Conference, DAPI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  22. HCI in Business, Government and Organizations

    8th International Conference, HCIBGO 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  23. Learning and Collaboration Technologies: New Challenges and Learning Experiences

    8th International Conference, LCT 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  24. Learning and Collaboration Technologies: Games and Virtual Environments for Learning

    8th International Conference, LCT 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  25. Human Aspects of IT for the Aged Population. Technology Design and Acceptance

    7th International Conference, ITAP 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  26. Human Aspects of IT for the Aged Population. Supporting Everyday Life Activities

    7th International Conference, ITAP 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  27. HCI for Cybersecurity, Privacy and Trust

    Third International Conference, HCI-CPT 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  28. HCI in Games: Experience Design and Game Mechanics

    Third International Conference, HCI-Games 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  29. HCI in Games: Serious and Immersive Games

    Third International Conference, HCI-Games 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  30. HCI in Mobility, Transport, and Automotive Systems

    Third International Conference, MobiTAS 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  31. Adaptive Instructional Systems. Design and Evaluation

    Third International Conference, AIS 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  32. Adaptive Instructional Systems. Adaptation Strategies and Methods

    Third International Conference, AIS 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  33. Culture and Computing. Interactive Cultural Heritage and Arts

    9th International Conference, C&C 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  34. Culture and Computing. Design Thinking and Cultural Computing

    9th International Conference, C&C 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  35. Design, Operation and Evaluation of Mobile Communications

    Second International Conference, MOBILE 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  36. Artificial Intelligence in HCI

    Second International Conference, AI-HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  37. HCI International 2021 - Late Breaking Papers: Design and User Experience

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  38. HCI International 2021 - Late Breaking Papers: Multimodality, eXtended Reality, and Artificial Intelligence

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  39. HCI International 2021 - Late Breaking Papers: Cognition, Inclusion, Learning, and Culture

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings
  40. HCI International 2021 - Late Breaking Papers: HCI Applications in Health, Transport, and Industry

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021 Proceedings
  41. HCI International 2021 - Posters

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  42. HCI International 2021 - Posters

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II
  43. HCI International 2021 - Posters

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part III
  44. HCI International 2021 - Late Breaking Posters

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I
  45. HCI International 2021 - Late Breaking Posters

    23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II

About this book

This book constitutes the refereed proceedings of the Second International Conference on Artificial Intelligence in HCI, AI-HCI 2021, which was held as part of HCI International 2021 and took place virtually during July 24-29, 2021.

The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions.

The papers included in this volume were organized in topical sections as follows: Ethics, trust and explainability; human-centered AI; AI applications in HCI; and AI applications in smart environments.

 

Keywords

  • autonomous agents
  • computer security
  • computer systems
  • computer vision
  • databases
  • education
  • expert systems
  • human engineering
  • Human-Computer Interaction (HCI)
  • image analysis
  • image processing
  • information retrieval
  • intelligent systems
  • learning
  • machine learning
  • neural networks
  • pattern recognition
  • signal processing
  • software engineering
  • user interfaces

Editors and Affiliations

  • Siemens Corporation, Princeton, USA

    Helmut Degen

  • Foundation for Research and Technology – Hellas (FORTH), Heraklion, Greece

    Stavroula Ntoa

Bibliographic Information

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-77772-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 119.99
Price excludes VAT (USA)