Article

Causal Analysis of Activity in Social Brain Areas During Human-Agent Conversation

Details

Citation

De Castro Martins C, Chaminade T & Cavazza M (2022) Causal Analysis of Activity in Social Brain Areas During Human-Agent Conversation. Frontiers in Neuroergonomics, 3. https://doi.org/10.3389/fnrgo.2022.843005

Abstract
This article investigates the differences in cognitive and neural mechanisms between human-human and human-virtual agent interaction using a dataset recorded in an ecologically realistic environment. We use Convergent Cross Mapping (CCM) to investigate functional connectivity between pairs of regions involved in the framework of social cognitive neuroscience, namely the fusiform gyrus, superior temporal sulcus (STS), temporoparietal junction (TPJ), and the dorsolateral prefrontal cortex (DLPFC)—taken as prefrontal asymmetry. Our approach is a compromise between investigating local activation in specific regions and investigating connectivity networks that may form part of larger networks. In addition to concording with previous studies, our results suggest that the right TPJ is one of the most reliable areas for assessing processes occurring during human-virtual agent interactions, both in a static and dynamic sense.

Keywords
fMRI; convergent cross mapping; functional connectivity; social interaction; virtual agent

Journal
Frontiers in Neuroergonomics: Volume 3

StatusPublished
Publication date online31/05/2022
Date accepted by journal11/04/2022
PublisherFrontiers Media SA
ISSN2673-6195
eISSN2673-6195

People (1)

Professor Marc Cavazza

Professor Marc Cavazza

Professor in Artificial Intelligence, Computing Science

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