Development of Text-Based Facilitation Dialogue System for Practical Use at Meeting on Childcare Facilities
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- TOGO Eitetsu
- Graduate School of Human Sciences, Waseda University
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- UEGAKI Takatsugu
- Graduate School of Human Sciences, Waseda University
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- SHIMIZU Kengo
- Graduate School of Human Sciences, Waseda University
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- KIKUCHI Hideaki
- Graduate School of Human Sciences, Waseda University
Bibliographic Information
- Other Title
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- 保育現場での実用に向けたテキストベースファシリテーション対話システムの開発
Description
<p>In recent years, the needs of childcare providers have become increasingly diverse due to various social changes. In addition, childcare workers gain more responsibilities due to the increasing expectations of childcare workers, such as reasonable accommodation and family support. In this study, we focused on the meeting stressor among the childcare workers' stressors, and examined the intervention of a facilitating dialogue system in the meeting. The purpose of this study is to make it easier for the next speaker to express his/her opinion and to activate discussion in a meeting by using the developed system. In the proposed system, the actions of the system are "topic shaking", "confirmation", and "concrete digging", and the system was developed on a text basis as a preliminary step to a spoken dialogue system. The system implements speech act estimation using BERT and key phrase extraction using KeyBERT, and is designed to use slot filling for dialogue management. The results of the evaluation experiments suggested that in the "topic shaking" and "confirmation" actions, the system may make it easier for the next speaker to express his/her opinion and may activate discussion.</p>
Journal
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- Proceedings of the Annual Conference of JSAI
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Proceedings of the Annual Conference of JSAI JSAI2022 (0), 3Yin227-3Yin227, 2022
The Japanese Society for Artificial Intelligence
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Keywords
Details 詳細情報について
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- CRID
- 1390011231094509440
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed