@inproceedings{0b9338f3108242698a829a3b9180d60b,
title = "Investigating Causality in Parent-Toddler-Robot Interaction",
abstract = "Human robot interaction is often a very dynamic scenario, where both robots and humans perform verbal and non-verbal behaviors in response to each other. However, most user studies do not analyze the intricate dynamics of the interaction. Here, we present a novel methodology of a multi-participants, multi-dimensional, time-series Granger-causality analysis of a parent-toddler-robot triadic interaction. Our results show a specific causal flow of behaviors, namely, that the parent mediates the toddler-robot interaction by both verbal and non-verbal behaviors. Our proposed novel analysis can highly enrich understanding of the complex dynamics of human robot interaction.",
keywords = "Granger Causality, Non-verbal communication, Toddler robot interaction",
author = "Omer Gvirsman and Goren Gordon",
note = "Publisher Copyright: {\textcopyright} 2024 Copyright held by the owner/author(s); 19th Annual ACM/IEEE International Conference on Human-Robot Interaction, HRI 2024 ; Conference date: 11-03-2024 Through 15-03-2024",
year = "2024",
month = mar,
day = "11",
doi = "10.1145/3610978.3640661",
language = "الإنجليزيّة",
series = "ACM/IEEE International Conference on Human-Robot Interaction",
publisher = "IEEE Computer Society",
pages = "502--506",
booktitle = "HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction",
address = "الولايات المتّحدة",
}