Exploratory Evaluation of a Chatbot to Enhance a Sense of Ownership in Shared Decision Making

Abstract

In the medical and healthcare fields, the demand for dialogue systems capable of empathetic responses is increasing, while conventional chatbots face challenges in adjusting responses according to the consultant’s psychological state. This study aims to develop a voice agent that estimates users’ intentions and emotional attitudes in real-time and optimizes response content and tone, along with validating its effectiveness. In the initial stage, we designed an empathetic and flexible dialogue agent by controlling response strategies based on emotion estimation results and reflecting them in the LLM generation process. In this presentation, we report on the results of this investigation.

Publication
In The 9th Annual Conference of Citizen Informatics for Human Cognitive Disorder
Risa Ohara
Risa Ohara
Master’s Student(M2)
Atsushi Omata
Atsushi Omata
Research Associate
Shogo Ishikawa
Shogo Ishikawa
Associate Professor