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Development of a Personalized Cheering System Using a Large-Scale Language Model

Nodoka Okamoto, Atsutoshi Ikeda

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Abstract

To improve the quality of life of elderly people, it is important to maintain or improve their physical performance. Continuous exercise is effective in maintaining or improving physical performance of elderly people. However, continuing exercise requires a high level of motivation, which can be difficult to maintain. We aim to develop a new system that provides appropriate interventions to motivate elderly people to exercise. In this paper, we propose a method for building a personalized exercise cheering system using a large-scale language model. Additionally, we conduct a fundamental investigation by comparing personalized cheering, which reflects the user’s personality, with non-personalized cheering.

Index terms

Human Factors and Human-in-the-Loop Systems for Service/Assistive Applications