| Vol-3456 urn:nbn:de:0074-3456-8 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# HHAI-WS 2023
Proceedings of HHAI 2023 Workshops

### Proceedings of the Workshops at the Second International Conference on Hybrid Human-Artificial Intelligence
co-located with (HHAI 2023)

### Munich, Germany, June 26-27, 2023.

Edited by

### Pradeep K. Murukannaiah *
Teresa Hirzle **

* Delft University of Technology, Interactive Intelligence/Intelligent Systems/EEMCS, 2628 XE Delft, The Netherlands
** University of Copenhagen, Department of Computer Science, 2100 Copenhagen, Denmark

## Table of Contents

- Preface
  Summary: There were 40 papers submitted for peer-review and 37 were accepted for presentation. Out of these, 28 papers appear in this volume, 4 as regular papers and 24 as short papers.

### Workshop 1: Imagining the AI Landscape after the AI Act

- Imagining the AI Landscape after the AI Act (Preface) 1-6
  Desara Dushi, Francesca Naretto, Francesca Pratesi
- The Risks Associated with Generative AI Apps in the European Artificial Intelligence Act 7-18
  Maryna Vahabava
- Analysis of the Classification of Medical Device Software in the AI Act Proposal 19-34
  Karla A. Cepeda Zapata, Ritesh Patil, Tomás Ward, Róisín Loughran, Fergal McCaffery
- The Ethical Impact Assessment of Selling Life Insurance to Titanic Passengers 35-50
  Gizem Gezici, Chiara Mannari, Lorenzo Orlandi
- How SMEs Ought to Operationalize AI Risk Assessments Under the AI Act (Short Paper) 51-59
  Fabienne Ufert, Zachary J. Goldberg
- Trustworthy AI in Dental Care beyond Artificial Intelligence Act (Short Paper) 60-70
  Natália Slosiarová, Matúš Mesarčík, Peter Jurkáček, Juraj Podroužek

### Workshop 2: Design of Responsible Hybrid Intelligence

- Design of Responsible Hybrid Intelligence (Preface) 71-73
  Ludi van Leeuwen, Cor Steging, Bart Verheij
- Assessing Fairness in Open-Source Face Mask Detection Algorithms 74-95
  Marco Zullich, Giovanni Santacatterina
- Bayesian Network Conflict Detection for Normative Monitoring of Black-Box Systems (Short Paper) 96-104
  Annet Onnes, Mehdi Dastani, Silja Renooij

### Workshop 3: An Ecology of AI - Reflections for Researchers

- An Ecology of AI - Reflections for Researchers (Preface) 105-108
  Retno Larasati, Venetia Brown, Soraya Kouadri Mostéfaoui, Syed Mustafa Ali, Tracie Farrell
- False Hopes in Automated Abuse Detection (Short Paper) 109-118
  Tracie Farrell, Soraya Kouadri Mostéfaoui
- AI in Healthcare - Reflection on Potential Harms and Impacts (Short Paper) 119-125
  Retno Larasati
- Social Media Platform Structures and Their Implications (Short Paper) 126-131
  Vijay Keswani

### Workshop 4: MULTITTRUST - Multidisciplinary Perspectives on Human-AI Team Trust

- MULTITTRUST - Multidisciplinary Perspectives on Human-AI Team Trust (Preface) 132-136
  Carolina Centeio Jorge, Anna-Sophie Ulfert-Blank
- Causing Intended Effects in Collaborative Decision-Making (Short Paper) 137-144
  André Meyer-Vitali, Wico Mulder
- Communicating AI Intentions to Boost Human AI Cooperation (Short Paper) 145-149
  Bruno Berberian, Marin Le Guillou, Marine Pagliari
- Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges (Short Paper) 150-156
  Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe L. Tielman
- Trust Dispersion and Effective Human-AI Collaboration: The Role of Psychological Safety (Short Paper) 157-163
  Tilman Nols, Anna-Sophie Ulfert-Blank, Avi Parush
- Investigating Human-Robot Overtrust During Crises (Short Paper) 164-168
  Colin Holbrook, Daniel Holman, Alan R. Wagner, Tyler Marghetis, Gale Lucas, Brett Sheeran, Vidullan Surendran, Jared Armagost, Savanna Spazak, Kevin Andor, Yinxuan Yin
- Piecing Together the Puzzle: Understanding Trust in Human-AI Teams (Short Paper) 169-174
  Anna-Sophie Ulfert-Blank, Eleni Georganta, Myrthe L. Tielman, Tal Oron-Gilad
- Teamness and Trust in AI-Enabled Decision Support Systems (Short Paper) 175-187
  Myke C. Cohen, Mickey V. Mancenido, Erin K. Chiou, Nancy J. Cooke
- Mutually Adaptive Trust Calibration in Human-AI Teams (Short Paper) 188-193
  Ewart de Visser, Ali Momen, James Walliser, Spencer Kohn, Tyler Shaw, Chad Tossell

### Workshop 5: Diversity-Aware Hybrid Human-Artificial Intelligence

- Diversity-Aware Hybrid Human-Artificial Intelligence (Preface) 194-197
  Loizos Michael, Fausto Giunchiglia, Jessica Heesen
- An Empirical Exploration of Diversity Perception (Short Paper) 198-207
  Vassilis Markos, Loizos Michael
- Factors Impacting the Quality of User Answers on Smartphones (Short Paper) 208-213
  Ivano Bison, Haonan Zhao
- A Context Model for Collecting Diversity-Aware Data (Short Paper) 214-219
  Matteo Busso, Xiaoyue Li
- A Research Infrastructure for Generating and Sharing Diversity-Aware Data (Short Paper) 220-226
  Matteo Busso, Ronald Chenu Abente Acosta, Amalia de Götzen
- Intra-Organizational Communication 2.0 (Short Paper) 227-232
  Savvas Charalambides, Loizos Michael
- Social Interactions Mediated by the Internet and the Big- Five: A Cross-Country Analysis (Short Paper) 233-237
  Andrea Mercado, Alethia Hume, Ivanno Bison, Fausto Giunchiglia, Amarsanaa Ganbold, Luca Cernuzzi
- Sensitive Content Recognition in Social Interaction Messages (Short Paper) 238-242
  Isidoros Perikos, Loizos Michael
- ‘SOS TUTORÍA UC’: A Diversity-Aware Application for Tutor Recommendation Based on Competence and Personality (Short Paper) 243-247
  Laura Achón, Ana De Souza, Alethia Hume, Ronald Chenu-Abente, Amalia De Götzen, Luca Cernuzzi
- Leveraging Diversity in Online Interactions (Short Paper) 248-253
  Nardine Osman, Bruno Rosell i Gui, Carles Sierra
- Personalizing Interventions with Diversity Aware Bandits (Short Paper) 254-263
  Colton Botta, Avi Segal, Kobi Gal

2023-08-07: submitted by Pradeep K. Murukannaiah, metadata incl. bibliographic data published under Creative Commons CC0
2023-08-15: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|