International Workshop on Multidisciplinary Perspectives on Human-AI Team Trust

Munich, Germany (as part of HHAI conference)

26th June 2023

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About

MULTITTRUST is a workshop of HHAI conference 2023. This workshop appears from the need to create a multidisciplinary research community of people who study the different perspectives and layers of trust dynamics in human-AI teams. Human-AI teamwork is no longer a topic of the future. With the increasing prominence of these teams in diverse industries, several challenges arise that need to be addressed carefully. One of these challenges is understanding how trust is defined and how it functions in Human-AI teams. Psychological literatures suggests that within human teams, team members rely on trust to make decisions and to be willing to rely on their team. Besides that, the multi-agent systems (MAS) community has been adopting trust mechanisms to support decision-making of the agents regarding their peers. Finally, in the last couple of years, researchers have been focusing on how humans trust AI and how AI can be trustworthy. But when we think of a team composed of both humans and AI, with recurrent (or not) interactions, how do these all come together? Currently, we are missing approaches that integrate prior literature on trust in teams in these different disciplines (esp. Psychology and Computer Science). In particular, when looking at dyadic or team-level trust relationships in such a team, we also need to look at how an AI should trust a human teammate and how trust can be defined in such teams. Furthermore, the trust of the human in the AI team member and vice-versa will change over time and also affect each other. In this workshop, we want to motivate the conversation across the different fields and domains. Together, we may shape the road to answer these questions and more.

Topics

This workshop calls for contribution and/or participation from several disciplines, including Psychology, Sociology, Cognitive Science, Computer Science, Artificial Intelligence, Robotics, Human-Computer Interaction, Design and Philosophy. Topics related to this workshop include:

  • Measures of (team) trust in human-AI teams
  • The role of (human) trust and trustworthiness in human-AI teams
  • Trust dynamics in human-AI teams
  • Hybrid techniques (knowledge driven + data driven) to assess trust and trustworthiness in human-AI teams
  • Machine learning techniques to detect trust and trustworthiness in human-AI teams and teammates
  • Evaluation methods for trust and trustworthiness models in human-AI teams
  • Experimental settings for trust dynamics in human-AI teams
  • Design of systems that take into account trust dynamics in human-AI teams

Call for contributions

You are kindly invited to participate in our workshop with or without submission. However, as the idea of the workshop is to create a community, we highly advise you to submit a short paper containing your current, past or future work on one of the topics mentioned above. The contributions can be work in progress, extended abstracts, summary of previous research, or breakthrough ideas that would enrich our discussions during the workshop. Submissions will be anonymised, peer-reviewed and selected based on relevance and quality of writing. In case there are too many submissions, we will also give preference to a varied programme.

Upon acceptance, at least 1 author should attend the workshop in person and be ready to do a short presentation (lighting talk of approx. 7 minutes). On rejection, you are also welcome to still join our workshop. To attend the workshop, participants must be registered for HHAI conference.

All submissions should adhere to IOS formatting guidelines. Papers should be written in English and have 2-4 pages (excluding references).

Please anonymise your submission.

You can submit through easychair.

Important Dates

  • Submission deadline: 31st March 5th April 2023 AoE
  • Notification deadline: 28th April 2023
  • Camera Ready: 31st May 2023
  • Workshop: 26th June 2023

Keynote Speakers

Myrthe L. Tielman

Delft University of Technology

Lionel P. Robert

University of Michigan

Organizers

Carolina Centeio Jorge

Delft University of Technology

Anna-Sophie Ulfert-Blank

Eindhoven University of Technology

Programme Committee

  • Filipa Correia, ITI-LARSYS, PT
  • Cristiano Castelfranchi, ISTC-CNR, IT
  • Alessandro Sapienza, ISTC-CNR, IT
  • Michelle Zhao, Carnegie Mellon University, US
  • Rino Falcone, ISTC-CNR, IT
  • Catholijn Jonker, Delft University of Technology, NL
  • Siddharth Mehrotra, Delft University of Technology, NL
  • Beau Schelble, Clemson University, US
  • Filippo Cantucci, ISTC-CNR, IT
  • Mengyao Li, University of Wisconsin-Madison, US
  • X. Jessie Yang, University of Michigan, US
  • Connor Esterwood, University of Michigan, US
  • Samuele Vinanzi, Sheffield Hallam University, UK
  • Alan R. Wagner, Penn State University, US
  • Ewart de Visser, USAFA, US
  • Glenda Hannibal, Ulm University, DE
  • Hebert Azevedo-Sรก, Military Institute of Engineering, BR
  • Eleni Georganta, University of Amsterdam, NL
  • Ruben Verhagen, Delft University of Technology, NL

Programme

Time Activity
09h00 - 09h15 Walk in
09h15 - 09h45 Lightning talks 1
09h45 - 10h00 Networking (guided)
10h00 - 10h30 Break/Networking
10h30 - 11h30 Keynote 1
11h30 - 12h00 Lightning talks 2
12h00 - 13h30 Lunch
13h30 - 14h30 Keynote 2
14h30 - 14h40 Short break
14h40 - 15h00 Lightning talks 3
15h00 - 15h30 Break
15h30 - 15h50 Lightning talks 4
15h50 - 17h00 Group discussion

Registration

Registraton is open and can be done through HHAI conference 2023 website.

Contact

For any question related to the workshop please contact Carolina Jorge:

C dot Jorge at tudelft dot nl (also hiperlink available at Organizers section)