Emotions aware framework for intuitive interaction

This research focuses on integrating goal-directed behavior in a Digital Human by incorporating psychological and cognitive factors such as personality dynamics, emotional responses, memory, anticipation of future actions, and associated hedonic experiences. The proposed architecture enables the Digital Human to exhibit personality-driven behaviors and internal reactions to other emotions, influencing the decision-making processes. The Digital Human can interact intuitively with humans by displaying varying degrees of emotional sensitivity and environmental proactivity based on its personality. The framework is tested in a user study involving participants in a dyadic conversation scenario where the Digital Human's behavior is influenced by its assigned personality. The results indicate that the Digital Human's personality is perceptible to humans, and the agent is recognized as having cognitive and emotional intelligence. This demonstrates the potential of the framework to bridge the gap between cognitive and psychological agents.

Publication Details

Journal
CINECA IRIS Institutial Research Information System (University of Genoa)
Published
2024-10-25
DOI
https://doi.org/10.5281/zenodo.14731001
Primary Topic
Social Robot Interaction and HRI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Emotions aware framework for intuitive interaction

CINECA IRIS Institutial Research Information System (University of Genoa)
Social Robot Interaction and HRI
article

Emotions aware framework for intuitive interaction

article en

Abstract

This research focuses on integrating goal-directed behavior in a Digital Human by incorporating psychological and cognitive factors such as personality dynamics, emotional responses, memory, anticipation of future actions, and associated hedonic experiences. The proposed architecture enables the Digital Human to exhibit personality-driven behaviors and internal reactions to other emotions, influencing the decision-making processes. The Digital Human can interact intuitively with humans by displaying varying degrees of emotional sensitivity and environmental proactivity based on its personality. The framework is tested in a user study involving participants in a dyadic conversation scenario where the Digital Human's behavior is influenced by its assigned personality. The results indicate that the Digital Human's personality is perceptible to humans, and the agent is recognized as having cognitive and emotional intelligence. This demonstrates the potential of the framework to bridge the gap between cognitive and psychological agents.

CINECA IRIS Institutial Research Information System (University of Genoa)
Openalex Percentile: Top 45%
Social Robot Interaction and HRI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.