Construction of an Information Service Dialogue System in Collaboration with Local Governments using the Chatbot Platform of Role Play-based Question-Answering
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- Mizukami Masahiro
- NIPPON TELEGRAPH AND TELEPHONE CORPORATION Communication Science Laboratories
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- Sugiyama Hiroaki
- NIPPON TELEGRAPH AND TELEPHONE CORPORATION Communication Science Laboratories
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- Arimoto Tsunehiro
- NIPPON TELEGRAPH AND TELEPHONE CORPORATION Communication Science Laboratories
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- Higashinaka Ryuichiro
- NIPPON TELEGRAPH AND TELEPHONE CORPORATION Human Informatics Laboratories
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- Mitsuda Koh
- NIPPON TELEGRAPH AND TELEPHONE CORPORATION Human Informatics Laboratories
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- Kobayashi Tessei
- NIPPON TELEGRAPH AND TELEPHONE CORPORATION Communication Science Laboratories
Bibliographic Information
- Other Title
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- なりきりAIプラットフォームを活用した自治体連携による案内業務対話システム構築
Abstract
<p>Local governments have high expectations for dialogue systems that provide residents and visitors with dialogue on multiple tasks, such as tourist information, town office information, and daily life information. In addition, there is also an expectation for such dialogue systems to be given the personalities of characters possessed by local governments and to provide chat dialogues for residents. However, to give the personality of a character to the dialogue system, task dialogue data and dialogue manager that reflect the personality are essential. Based on the study of role play-based question-answering dialogue systems that reproduce characters, we propose a method for collecting dialogue data that enables task dialogue and a method of dialogue manager and response selection that facilitates task dialogue. We constructed a dialogue system that imitated a certain local government character using the proposed method and evaluated its effectiveness through a laboratory experiment and demonstration experiment. The results showed that our dialogue system had statistically better performance in both task-oriented dialogue and chat oriented one.</p>
Journal
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- Transactions of the Japanese Society for Artificial Intelligence
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Transactions of the Japanese Society for Artificial Intelligence 38 (3), B-MA2_1-14, 2023-05-01
The Japanese Society for Artificial Intelligence
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Details 詳細情報について
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- CRID
- 1390295956280257920
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- ISSN
- 13468030
- 13460714
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- Text Lang
- ja
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- Data Source
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- JaLC
- Crossref
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- Abstract License Flag
- Disallowed