A Dialogue System for Modeling User’s Opinion Using Social Models
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- OHIRA Yoshiki
- Osaka University ATR
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- UCHIDA Takahisa
- Osaka University ATR
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- MINATO Takashi
- RIKEN ATR
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- ISHIGURO Hiroshi
- Osaka University ATR
Bibliographic Information
- Other Title
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- ユーザをモデル化するための社会モデルを用いた意見対話システム
Abstract
<p>The purpose of this research is to develop a dialogue system that models user opinions in daily dialogue. Modeling the user's opinion is important to increase the user's dialogue satisfaction. In this research, we use a model that abstracts the opinions of multiple people (social opinion model) to model the opinions of users, and model the opinions of individuals from the viewpoint of mutual correspondence and differences. We also realized a dialogue that updates the social opinion model from the individual opinion model is also realized. As a method of constructing a social opinion model, an individual opinion model is abstracted from multiple viewpoints (what, where, who, how). This makes it possible to generate various social models. First, we analyzed the opinion data collected in advance and extracted the social model. As a result, it was confirmed that a social model that is referred to in dialogue from a specific viewpoint can be constructed. Next, based on this, we examined a dialogue strategy that models both the social model and the individual model. Specifically, we explored dialogue strategies when there are multiple social opinion models, and rules for updating social models from individual models acquired through dialogue.</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), 1P1GS1001-1P1GS1001, 2022
The Japanese Society for Artificial Intelligence
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Details 詳細情報について
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- CRID
- 1390574181058611200
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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