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タイトル: An Agent that Facilitates Crowd Discussion
著者: Ito, Takayuki  kyouindb  KAKEN_id  orcid https://orcid.org/0000-0001-5093-3886 (unconfirmed)
Hadfi, Rafik
Suzuki, Shota
著者名の別形: 伊藤, 孝行
キーワード: Crowd discussion support
Automated facilitation agent
Crowd decision support
Collective intelligence
発行日: Jun-2022
出版者: Springer Nature
誌名: Group Decision and Negotiation
巻: 31
号: 3
開始ページ: 621
終了ページ: 647
抄録: Online discussion platforms are perceived as the next-generation method of citizen involvement. Such platforms can collect, integrate, and synthesize opinions to achieve social good. Crowd-scale platforms are being developed and deployed in social experiments that involve citizens and local governments. In such platforms, human facilitation is often used to preserve the quality of the discussions. Human facilitators often face difficulties when the discussions grow in size. In this paper, we present “D-agree, ” a crowd-scale discussion support system based on an automated facilitation agent. The agent extracts discussion structures from online discussions, analyzes them, and posts facilitation messages. We conducted small- and large-scale social experiments in Japan to assess the social impact of the platform. The results showcase the success of our automated facilitation agents in gathering valuable opinions from citizens. In addition, our experiments highlight the effect of an automated facilitation agent on online discussions. In particular, we find that combining the agent facilitator with human facilitators leads to higher user satisfaction.
著作権等: © The Author(s) 2021
This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
URI: http://hdl.handle.net/2433/277567
DOI(出版社版): 10.1007/s10726-021-09765-8
出現コレクション:学術雑誌掲載論文等

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