Artificial Intelligence in HCI: 3rd International Conference, AI-HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings | SpringerLink
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Artificial Intelligence in HCI

3rd International Conference, AI-HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings

  • Conference proceedings
  • © 2022

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Editors:
  1. Helmut Degen

    1. Siemens (United States), Princeton, USA

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  2. Stavroula Ntoa

    1. Foundation for Research and Technology – Hellas (FORTH), Heraklion, Crete, Greece

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13336)

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

Included in the following conference series:

Conference proceedings info: HCII 2022.

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About this book

This book constitutes the refereed proceedings of the Third International Conference on Artificial Intelligence in HCI, AI-HCI 2022, which was held as part of HCI International 2022 and took place virtually during June 26 – July 1, 2022.
A total of 1271 papers and 275 posters included in the 39 HCII 2022 proceedings volumes. AI-HCI 2022 includes a total of 39 papers; they are grouped thematically as follows: Human-Centered AI; Explainable and Trustworthy AI; UX Design and Evaluation of AI-Enabled Systems; AI Applications in HCI.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xxiii
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  2. Human-Centered AI

    1. Front Matter

      Pages 1-1
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    2. Exploring the Design Context of AI-Powered Services: A Qualitative Investigation of Designers’ Experiences with Machine Learning

      • Emil Bergström, Pontus Wärnestål
      Pages 3-21

    3. Measuring and Predicting Human Trust in Recommendations from an AI Teammate

      • Nikolos Gurney, David V. Pynadath, Ning Wang
      Pages 22-34

    4. Promoting Human Competences by Appropriate Modes of Interaction for Human-Centered-AI

      • Thomas Herrmann
      Pages 35-50

    5. Artificial Intelligence Augmenting Human Teams. A Systematic Literature Review on the Opportunities and Concerns

      • Jayden Khakurel, Kirsimarja Blomqvist
      Pages 51-68

    6. Adoption and Perception of Artificial Intelligence Technologies by Children and Teens in Education

      • Erin Li, Sean Li, Xiaojun Yuan
      Pages 69-79

    7. Analysis of the Impact of Applying UX Guidelines to Reduce Noise and Focus Attention

      • Jordán Pascual Espada, Lucía Alonso-Virgós, Rubén González Crespo
      Pages 80-99

    8. Gamifying the Human-in-the-Loop: Toward Increased Motivation for Training AI in Customer Service

      • Christina Wiethof, Tim Roocks, Eva A. C. Bittner
      Pages 100-117

  3. Explainable and Trustworthy AI

    1. Front Matter

      Pages 119-119
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    2. Dominant View and Perception of Artificial Intelligence in Developing Economy

      • Elefelious Getachew Belay, Getachew Hailemariam Mengesha, Nuniyat Kifle
      Pages 121-129

    3. MoReXAI - A Model to Reason About the eXplanation Design in AI Systems

      • Niltemberg de Oliveira Carvalho, Andréia Libório Sampaio, Davi Romero de Vasconcelos
      Pages 130-148

    4. (De)Coding Social Practice in the Field of XAI: Towards a Co-constructive Framework of Explanations and Understanding Between Lay Users and Algorithmic Systems

      • Josefine Finke, Ilona Horwath, Tobias Matzner, Christian Schulz
      Pages 149-160

    5. Explainable AI for Suicide Risk Assessment Using Eye Activities and Head Gestures

      • Siyu Liu, Catherine Lu, Sharifa Alghowinem, Lea Gotoh, Cynthia Breazeal, Hae Won Park
      Pages 161-178

    6. ExMo: Explainable AI Model Using Inverse Frequency Decision Rules

      • Pradip Mainali, Ismini Psychoula, Fabien A. P. Petitcolas
      Pages 179-198

  4. UX Design and Evaluation of AI-Enabled Systems

    1. Front Matter

      Pages 199-199
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    2. A Model of Adaptive Gamification in Collaborative Location-Based Collecting Systems

      • María Dalponte Ayastuy, Diego Torres, Alejandro Fernández
      Pages 201-216

    3. Benchmarking Neural Networks-Based Approaches for Predicting Visual Perception of User Interfaces

      • Maxim Bakaev, Sebastian Heil, Leonid Chirkov, Martin Gaedke
      Pages 217-231

    4. My Tutor is an AI: The Effects of Involvement and Tutor Type on Perceived Quality, Perceived Credibility, and Use Intention

      • Mo Chen, Fanjue Liu, Yu-Hao Lee
      Pages 232-244

    5. Design of AI-Enabled Application to Detect Ayurvedic Nutritional Values of Edible Items and Suggest a Diet

      • Kousik Dutta, Aditya Rajput, Shreya Srivastava, Annamalai Chidambaram, Anmol Srivastava
      Pages 245-256
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Other volumes

  1. Human-Computer Interaction. Theoretical Approaches and Design Methods

  2. Human-Computer Interaction. Technological Innovation

  3. Human-Computer Interaction. User Experience and Behavior

  4. Human Interface and the Management of Information: Visual and Information Design

  5. Human Interface and the Management of Information: Applications in Complex Technological Environments

  6. Engineering Psychology and Cognitive Ergonomics

  7. Universal Access in Human-Computer Interaction. Novel Design Approaches and Technologies

  8. Universal Access in Human-Computer Interaction. User and Context Diversity

  9. Augmented Cognition

  10. Cross-Cultural Design. Interaction Design Across Cultures

  11. Cross-Cultural Design. Applications in Learning, Arts, Cultural Heritage, Creative Industries, and Virtual Reality

  12. Cross-Cultural Design. Applications in Business, Communication, Health, Well-being, and Inclusiveness

  13. Cross-Cultural Design. Product and Service Design, Mobility and Automotive Design, Cities, Urban Areas, and Intelligent Environments Design

  14. Social Computing and Social Media: Design, User Experience and Impact

  15. Social Computing and Social Media: Applications in Education and Commerce

  16. Virtual, Augmented and Mixed Reality: Design and Development

  17. Virtual, Augmented and Mixed Reality: Applications in Education, Aviation and Industry

  18. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Anthropometry, Human Behavior, and Communication

  19. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design

  20. Design, User Experience, and Usability: UX Research, Design, and Assessment

  21. Design, User Experience, and Usability: Design for Emotion, Well-being and Health, Learning, and Culture

  22. Design, User Experience, and Usability: Design Thinking and Practice in Contemporary and Emerging Technologies

  23. Culture and Computing

  24. Distributed, Ambient and Pervasive Interactions. Smart Environments, Ecosystems, and Cities

  25. Distributed, Ambient and Pervasive Interactions. Smart Living, Learning, Well-being and Health, Art and Creativity

  26. HCI in Business, Government and Organizations

  27. Learning and Collaboration Technologies. Designing the Learner and Teacher Experience

  28. Learning and Collaboration Technologies. Novel Technological Environments

  29. Human Aspects of IT for the Aged Population. Design, Interaction and Technology Acceptance

  30. Human Aspects of IT for the Aged Population. Technology in Everyday Living

  31. Adaptive Instructional Systems

  32. HCI for Cybersecurity, Privacy and Trust

  33. HCI in Games

  34. HCI in Mobility, Transport, and Automotive Systems

  35. Artificial Intelligence in HCI

  36. Design, Operation and Evaluation of Mobile Communications

  37. HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction

  38. HCI International 2022 - Late Breaking Papers. Interaction in New Media, Learning and Games

  39. HCI International 2022 – Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence

  40. HCI International 2022 - Late Breaking Papers. Multimodality in Advanced Interaction Environments

  41. HCI International 2022 – Late Breaking Papers: HCI for Today's Community and Economy

  42. HCI International 2022 – Late Breaking Papers: HCI for Health, Well-being, Universal Access and Healthy Aging

  43. HCI International 2022 – Late Breaking Papers: Ergonomics and Product Design

  44. HCI International 2022 Posters

  45. HCI International 2022 Posters

  46. HCI International 2022 Posters

  47. HCI International 2022 Posters

  48. HCI International 2022 – Late Breaking Posters

  49. HCI International 2022 – Late Breaking Posters

Editors and Affiliations

  • Siemens (United States), Princeton, USA

    Helmut Degen

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

    Stavroula Ntoa

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