Designing Hybrid Intelligence Techniques for Facilitating Collaboration Informed by Social Science

Tiffany Matej Hrkalovic*

*Corresponding author for this work

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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Abstract

Designing (socially) intelligent systems for facilitating collaborations in human-human and human-AI teams will require them to have a basic understanding of principles underlying social decision-making. Partner selection - the ability to identify and select suitable partners for collaborative relationships - is one relevant component of social intelligence and an important ingredient for successful relationship management. In everyday life, decision to engage in joint undertakings are often based on impressions made during social interactions with potential partners. These impressions, and consequently, partner selection are informed by (non)-verbal behavioral cues. Despite its importance, research investigating how these impressions and partner selection decisions unfold in naturalistic settings seem to be lacking. Thus, in this paper, we present a project focused on understanding, predicting and modeling partner selection and understanding its relationship with human impressions in semi- naturalistic settings, such as social interactions, with the aim of informing future designing approaches of (hybrid) intelligence system that can understand, predict and aid in initiating and facilitating (current and future) collaborations.

Original languageEnglish
Title of host publicationICMI 2022 - Proceedings of the 2022 International Conference on Multimodal Interaction
PublisherAssociation for Computing Machinery (ACM)
Pages679-684
Number of pages6
ISBN (Electronic)9781450393904
DOIs
Publication statusPublished - 2022
Event24th ACM International Conference on Multimodal Interaction, ICMI 2022 - Bangalore, India
Duration: 7 Nov 202211 Nov 2022

Publication series

NameACM International Conference Proceeding Series

Conference

Conference24th ACM International Conference on Multimodal Interaction, ICMI 2022
Country/TerritoryIndia
CityBangalore
Period7/11/2211/11/22

Keywords

  • Collaboration
  • Impression formation
  • Partner Selection
  • Social Signal Processing
  • User-modelling

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