Evaluation of Cognitive Behavior Therapy with Embodied Conversational Agents
-
- SHIDARA Kazuhiro
- Nara Institute of Science and Technology
-
- TANAKA Hiroki
- Nara Institute of Science and Technology
-
- ADACHI Hiroyoshi
- Health and Counseling Center, Osaka University
-
- KANAYAMA Daisuke
- Health and Counseling Center, Osaka University
-
- SAKAGAMI Yukako
- Health and Counseling Center, Osaka University
-
- KUDO Takashi
- Health and Counseling Center, Osaka University
-
- NAKAMURA Satoshi
- Nara Institute of Science and Technology
Bibliographic Information
- Other Title
-
- 対話エージェントを用いた認知行動療法の有効性検証
Description
<p>Cognitive Behavior Therapy (CBT) is a training that has been established to correct human cognitive distortions. We aim to achieve low cost and highly effective automation by an embodied conversational agent to recreate the human therapists' CBT. As a first step, we implemented dialogue systems with fixed questions based on cognitive restructuring. We prepared two types of dialogues: questions presented by text or spoken dialogue agents. The depression scales, changes in emotions during the session (effects of training), level of CBT achievement, the rapport scale were measured from 28 graduate students and undergraduate students. As a result, users' emotions significantly changed between pre- and post- sessions were confirmed (25 out of 28 participants improved). We also analyzed some characteristics extracted from facial expressions. As a result, a facial expression characteristic correlated with the negative emotional intensity rate and the depression scale score.</p>
Journal
-
- Proceedings of the Annual Conference of JSAI
-
Proceedings of the Annual Conference of JSAI JSAI2020 (0), 4F3OS25b05-4F3OS25b05, 2020
The Japanese Society for Artificial Intelligence
- Tweet
Keywords
Details 詳細情報について
-
- CRID
- 1390285300166275072
-
- NII Article ID
- 130007857308
-
- Text Lang
- ja
-
- Data Source
-
- JaLC
- CiNii Articles
-
- Abstract License Flag
- Disallowed