@article{ART003212314},
author={Eun-Mi Ji and Yoonsik Shim},
title={Analysis of the usability of facial expressions generated by generative artificial intelligence},
journal={Journal of Software Assessment and Valuation},
issn={2092-8114},
year={2025},
volume={21},
number={2},
pages={103-112}
TY - JOUR
AU - Eun-Mi Ji
AU - Yoonsik Shim
TI - Analysis of the usability of facial expressions generated by generative artificial intelligence
JO - Journal of Software Assessment and Valuation
PY - 2025
VL - 21
IS - 2
PB - Korea Software Assessment and Valuation Society
SP - 103
EP - 112
SN - 2092-8114
AB - This paper aims to analyze whether generative AI based on currently developed large language models (LLMs) can generate avatars that display appropriate facial expressions in context when interacting with humans in avatar form. Furthermore, it evaluates the usability of the generated facial expressions by comparing them with existing facial expression recognition datasets across various categories such as gender, expression type, age, and identity. Lastly, this comparative evaluation seeks to identify and analyze the differences and characteristics among the results of various existing AI models, thereby assessing the potential applicability of current AI systems in generating realistic and contextually appropriate facial expressions.
KW - Generative-AI;avatar;expression generation;expression recognition;deep learning
DO -
UR -
ER -
Eun-Mi Ji and Yoonsik Shim. (2025). Analysis of the usability of facial expressions generated by generative artificial intelligence. Journal of Software Assessment and Valuation, 21(2), 103-112.
Eun-Mi Ji and Yoonsik Shim. 2025, "Analysis of the usability of facial expressions generated by generative artificial intelligence", Journal of Software Assessment and Valuation, vol.21, no.2 pp.103-112.
Eun-Mi Ji, Yoonsik Shim "Analysis of the usability of facial expressions generated by generative artificial intelligence" Journal of Software Assessment and Valuation 21.2 pp.103-112 (2025) : 103.
Eun-Mi Ji, Yoonsik Shim. Analysis of the usability of facial expressions generated by generative artificial intelligence. 2025; 21(2), 103-112.
Eun-Mi Ji and Yoonsik Shim. "Analysis of the usability of facial expressions generated by generative artificial intelligence" Journal of Software Assessment and Valuation 21, no.2 (2025) : 103-112.
Eun-Mi Ji; Yoonsik Shim. Analysis of the usability of facial expressions generated by generative artificial intelligence. Journal of Software Assessment and Valuation, 21(2), 103-112.
Eun-Mi Ji; Yoonsik Shim. Analysis of the usability of facial expressions generated by generative artificial intelligence. Journal of Software Assessment and Valuation. 2025; 21(2) 103-112.
Eun-Mi Ji, Yoonsik Shim. Analysis of the usability of facial expressions generated by generative artificial intelligence. 2025; 21(2), 103-112.
Eun-Mi Ji and Yoonsik Shim. "Analysis of the usability of facial expressions generated by generative artificial intelligence" Journal of Software Assessment and Valuation 21, no.2 (2025) : 103-112.
