Print Email Facebook Twitter Designing Hybrid Intelligence Techniques for Facilitating Collaboration Informed by Social Science Title Designing Hybrid Intelligence Techniques for Facilitating Collaboration Informed by Social Science Author Matej Hrkalovic, T. (TU Delft Pattern Recognition and Bioinformatics; Vrije Universiteit Amsterdam) Date 2022 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. Subject CollaborationImpression formationPartner SelectionSocial Signal ProcessingUser-modelling To reference this document use: http://resolver.tudelft.nl/uuid:fcc28e65-c75c-4aa1-88d1-2d1c3ae88ad8 DOI https://doi.org/10.1145/3536221.3557032 Publisher Association for Computing Machinery (ACM) ISBN 9781450393904 Source ICMI 2022 - Proceedings of the 2022 International Conference on Multimodal Interaction Event 24th ACM International Conference on Multimodal Interaction, ICMI 2022, 2022-11-07 → 2022-11-11, Bangalore, India Series ACM International Conference Proceeding Series Part of collection Institutional Repository Document type conference paper Rights © 2022 T. Matej Hrkalovic Files PDF 3536221.3557032.pdf 678.59 KB Close viewer /islandora/object/uuid:fcc28e65-c75c-4aa1-88d1-2d1c3ae88ad8/datastream/OBJ/view