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      An Agent that Facilitates Crowd Discussion : A Crowd Discussion Support System based on an Automated Facilitation Agent

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      Group Decision and Negotiation
      Springer Science and Business Media LLC

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          Abstract

          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.

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          Most cited references30

          • Record: found
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          • Article: not found

          A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies

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            • Record: found
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            • Conference Proceedings: not found

            Convolutional Neural Networks for Sentence Classification

            Yoon Kim (2014)
              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              ELIZA---a computer program for the study of natural language communication between man and machine

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                Author and article information

                Contributors
                Journal
                Group Decision and Negotiation
                Group Decis Negot
                Springer Science and Business Media LLC
                0926-2644
                1572-9907
                June 2022
                November 06 2021
                June 2022
                : 31
                : 3
                : 621-647
                Article
                10.1007/s10726-021-09765-8
                605e3945-ec91-457c-b5e4-fa75743a4410
                © 2022

                https://creativecommons.org/licenses/by/4.0

                https://creativecommons.org/licenses/by/4.0

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