Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT

Kaoru Mitsuhashi

doi:10.1109/ACDSA65407.2025.11165832

Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT

Kaoru Mitsuhashi

Faculty of Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Since 2022, the use of chatbot application software, such as ChatGPT, has been on the rise, with numerous applications in business, entertainment, and education. This study focuses on analyzing and evaluating human emotions and immersion during interactions with a virtual avatar model powered by ChatGPT functionality and augmented reality (AR) technology. Human impressions and emotions are quantified through sentiment polarity analysis of their reactions in a simulated job interview scenario. At the same time, immersion is assessed based on their emotional reactions to the avatar.

Original language	English
Title of host publication	International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331535629
DOIs	https://doi.org/10.1109/ACDSA65407.2025.11165832
State	Published - 2025
Event	2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025 - Antalya, Turkey Duration: 7 Aug 2025 → 9 Aug 2025

Publication series

Name	International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025

Conference

Conference	2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025
Country/Territory	Turkey
City	Antalya
Period	7/08/25 → 9/08/25

Keywords

ChatGPT
augmented reality
sentiment polarity extraction
virtual avatar

Access to Document

10.1109/ACDSA65407.2025.11165832

Cite this

Mitsuhashi, K. (2025). Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT. In International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025 (International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACDSA65407.2025.11165832

Mitsuhashi, Kaoru. / Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT. International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025. Institute of Electrical and Electronics Engineers Inc., 2025. (International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025).

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title = "Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT",

abstract = "Since 2022, the use of chatbot application software, such as ChatGPT, has been on the rise, with numerous applications in business, entertainment, and education. This study focuses on analyzing and evaluating human emotions and immersion during interactions with a virtual avatar model powered by ChatGPT functionality and augmented reality (AR) technology. Human impressions and emotions are quantified through sentiment polarity analysis of their reactions in a simulated job interview scenario. At the same time, immersion is assessed based on their emotional reactions to the avatar.",

keywords = "ChatGPT, augmented reality, sentiment polarity extraction, virtual avatar",

author = "Kaoru Mitsuhashi",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025 ; Conference date: 07-08-2025 Through 09-08-2025",

year = "2025",

doi = "10.1109/ACDSA65407.2025.11165832",

language = "英語",

series = "International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025",

address = "米国",

}

Mitsuhashi, K 2025, Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT. in International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025. International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025, Institute of Electrical and Electronics Engineers Inc., 2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025, Antalya, Turkey, 7/08/25. https://doi.org/10.1109/ACDSA65407.2025.11165832

Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT. / Mitsuhashi, Kaoru.
International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025. Institute of Electrical and Electronics Engineers Inc., 2025. (International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT

AU - Mitsuhashi, Kaoru

PY - 2025

Y1 - 2025

N2 - Since 2022, the use of chatbot application software, such as ChatGPT, has been on the rise, with numerous applications in business, entertainment, and education. This study focuses on analyzing and evaluating human emotions and immersion during interactions with a virtual avatar model powered by ChatGPT functionality and augmented reality (AR) technology. Human impressions and emotions are quantified through sentiment polarity analysis of their reactions in a simulated job interview scenario. At the same time, immersion is assessed based on their emotional reactions to the avatar.

AB - Since 2022, the use of chatbot application software, such as ChatGPT, has been on the rise, with numerous applications in business, entertainment, and education. This study focuses on analyzing and evaluating human emotions and immersion during interactions with a virtual avatar model powered by ChatGPT functionality and augmented reality (AR) technology. Human impressions and emotions are quantified through sentiment polarity analysis of their reactions in a simulated job interview scenario. At the same time, immersion is assessed based on their emotional reactions to the avatar.

KW - ChatGPT

KW - augmented reality

KW - sentiment polarity extraction

KW - virtual avatar

UR - https://www.scopus.com/pages/publications/105018471301

U2 - 10.1109/ACDSA65407.2025.11165832

DO - 10.1109/ACDSA65407.2025.11165832

M3 - 会議への寄与

AN - SCOPUS:105018471301

T3 - International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025

BT - International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025

Y2 - 7 August 2025 through 9 August 2025

ER -

Mitsuhashi K. Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT. In International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025. Institute of Electrical and Electronics Engineers Inc. 2025. (International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications, ACDSA 2025). doi: 10.1109/ACDSA65407.2025.11165832

Suggestion and Emotional Analysis of Conversations for Virtual Avatar using ChatGPT

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