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A Model for Classroom Practice and Motivation with Dialogue Agents to Motivate Second Language Conversatio

Research Project

Project/Area Number 18H03345
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 62030:Learning support system-related
Research InstitutionOsaka Prefecture University

Principal Investigator

Seta Kazuhisa  大阪府立大学, 人間社会システム科学研究科, 教授 (50304051)

Co-Investigator(Kenkyū-buntansha) 小尻 智子  関西大学, システム理工学部, 教授 (40362298)
林 佑樹  大阪府立大学, 人間社会システム科学研究科, 准教授 (40633524)
田中 孝治  金沢工業大学, 情報フロンティア学部, 准教授 (60583672)
池田 満  北陸先端科学技術大学院大学, 先端科学技術研究科, 教授 (80212786)
AYEDOUN EMMANUEL  関西大学, システム理工学部, 助教 (40883286)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2020: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2019: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2018: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Keywords会話エージェント / 第2言語会話意欲 / 情動コミュニケーション / 会話シナリオオーサリングシステム / 英会話シナリオオーサリング環境 / L2 WTC / 感情知能 / 対話エージェント / Scaffolding / Fadding / 第二言語会話意欲 / 意欲向上モデル / 情動伝染 / 第二言語コミュニケーション意欲
Outline of Final Research Achievements

Focusing on conversational structures that have a certain commonality at the task level, we studied a general-purpose conversational control model. We also showed that the system can generate more diverse conversational scenarios than human-created ones, and that the system can evaluate the level of the generated conversational scenarios. We have also shown that the system can evaluate the level of the generated conversation scenarios. Furthermore, we conducted evaluations by experts in second language education and obtained evaluation results that suggest the usefulness of the system from the perspective of self-regulated learning. These results indicate that the system is capable of generating scenarios that can adaptively control conversation according to the learner's level of proficiency in second language communication motivation.

Academic Significance and Societal Importance of the Research Achievements

本研究の学術的意義として,第2言語を用いた会話意欲というヒトの情動的能力を高める多様な会話シナリオを生成可能としたことがある.社会的意義としては,外国語を用いた会話機会が我が国においては必ずしも多くはない状況において,会話エージェントとの対話機会を学校現場等において広く創出することに貢献する点があげられる.

Report

(4 results)
  • 2021 Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (12 results)

All 2021 2020 2019 2018

All Journal Article (3 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Open Access: 3 results) Presentation (9 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Towards Personalized Scaffolding and Fading of Motivational Support in L2 Learner-Dialogue Agent Interactions: An Exploratory Study2020

    • Author(s)
      Ayedoun Emmanuel、Hayashi Yuki、Seta Kazuhisa
    • Journal Title

      IEEE Transactions on Learning Technologies

      Volume: - Issue: 3 Pages: 604-616

    • DOI

      10.1109/tlt.2020.2989776

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Conversational Agents for Learning Support2019

    • Author(s)
      アイエドゥン エマヌエル,林 佑樹,瀬田 和久
    • Journal Title

      Transactions of Japanese Society for Information and Systems in Education

      Volume: 36 Issue: 4 Pages: 221-232

    • DOI

      10.14926/jsise.36.221

    • NAID

      130007729893

    • ISSN
      1341-4135, 2188-0980
    • Year and Date
      2019-10-01
    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Adding Communicative and Affective Strategies to an Embodied Conversational Agent to Enhance Second Language Learners’ Willingness to Communicate2018

    • Author(s)
      Ayedoun Emmanuel、Hayashi Yuki、Seta Kazuhisa
    • Journal Title

      International Journal of Artificial Intelligence in Education

      Volume: 29 Issue: 1 Pages: 29-57

    • DOI

      10.1007/s40593-018-0171-6

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Semi-Automatic Authoring of Task-Oriented English Dialogue Scenarios2021

    • Author(s)
      Emmanuel Ayedoun, Yuki Hayashi, Kazuhisa Seta
    • Organizer
      人工知能学会 第91回 先進的学習科学と工学研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Authoring Tool for Semi-automatic Generation of Task-Oriented Dialogue Scenarios2021

    • Author(s)
      Emmanuel Ayedoun, Yuki Hayashi & Kazuhisa Seta
    • Organizer
      29th International Conference on Computers in Education
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Service Process Ontology-based Dialogue Scenario-Exploring Model for Authoring Task-Oriented English Conversations2020

    • Author(s)
      Emmanuel Ayedoun, Yuki Hayashi, Kazuhisa Seta
    • Organizer
      人工知能学会 第88回 先進的学習科学と工学研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Semi-automatic Generation of Spoken English Dialogue Scenarios Based on Service Process Model2020

    • Author(s)
      Emmanuel Ayedoun, Yuki Hayashi, Kazuhisa Seta
    • Organizer
      第34回人工知能学会全国大会予稿集
    • Related Report
      2020 Annual Research Report
  • [Presentation] Service Process Ontology-based Dialogue Scenario-Exploring Model for Authoring Task-Oriented English Conversations,2019

    • Author(s)
      Emmanuel Ayedoun, Yuki Hayashi, Kazuhisa Seta
    • Organizer
      人工知能学会 第88回 先進的学習科学と工学研究会, SIG-ALST-B903-15
    • Related Report
      2019 Annual Research Report
  • [Presentation] L2 Learners’ Preferences of Dialogue Agents: A Key to Achieve Adaptive Motivational Support?2019

    • Author(s)
      Emmanuel Ayedoun, Yuki Hayashi, and Kazuhisa Seta
    • Organizer
      Proc. of the 20th International Conference on Artificial Intelligence in Education
    • Related Report
      2019 Annual Research Report
  • [Presentation] PBLにおける英語コミュニケーションへの動機づけ2019

    • Author(s)
      岡田 豪・田中孝治
    • Organizer
      電子情報通信学会教育工学研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 英語を用いるPBLにおけるアイスブレイクとしての非言語コミュニケーション活動2019

    • Author(s)
      岡田 豪・田中孝治
    • Organizer
      本工学教育協会第67回年次大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Learners’ Preferences of Conversational Strategies and L2 WTC Outcomes in Using a Dialogue Agent2018

    • Author(s)
      Ayedoun Emmanuel、Hayashi Yuki、Seta Kazuhisa
    • Organizer
      人工知能学会 第84回 先進的学習科学と工学研究会
    • Related Report
      2018 Annual Research Report

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Published: 2018-04-23   Modified: 2023-01-30  

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