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(Mis)align: a simple dynamic framework for modeling interpersonal coordination

delete2023-10-26
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OA
AI
G
Grace Qiyuan Miao *
R
Rick Dale
A
Alexia Galati
DOI:10.1038/s41598-023-41516-4delete
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Abstract

Abstract

En 中文
As people coordinate in daily interactions, they engage in different patterns of behavior to achieve successful outcomes. This includes both synchrony-the temporal coordination of the same behaviors at the same time-and complementarity-the coordination of the same or different behaviors that may occur at different relative times. Using computational methods, we develop a simple framework to describe the interpersonal dynamics of behavioral synchrony and complementarity over time, and explore their task-dependence. A key feature of this framework is the inclusion of a task context that mediates interactions, and consists of active, inactive, and inhibitory constraints on communication. Initial simulation results show that these task constraints can be a robust predictor of simulated agents' behaviors over time. We also show that the framework can reproduce some general patterns observed in human interaction data. We describe preliminary theoretical implications from these results, and relate them to broader proposals of synergistic self-organization in communication.
Keywords:
ALIGNMENT
TASK
SYNCHRONY
BENEFITS
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Journal

Scientific Reports cover
Scientific Reports
IF:
3.9
Papers:
27.8W
Citations:
83.5W

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U
university of california los angeles
Scholars:
5.3W
Papers: 4.2W
Citations: 89
University of California System cover
University of California System
Scholars:
37.5W
Papers: 33.7W
Citations: 6.6K