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Intelligent conversation support system based on discussion map and multi-modal interpretation

Research Project

Project/Area Number 26730176
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Learning support system
Research InstitutionKyushu Institute of Technology

Principal Investigator

Shimada Kazutaka  九州工業大学, 大学院情報工学研究院, 准教授 (50346863)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords自然言語処理 / 要約 / マルチモーダル / コーパス / 議論支援 / 言い換え
Outline of Final Research Achievements

Supporting consensus-building on multi-party conversations is one of the most important tasks in intelligent systems. Participants on discussion often struggle to identify the most suitable solution for an agenda on a meeting because there are generally many alternatives and criteria related to the agenda. Such a supporting system for consensus-building has become a very important role for education in recent years because problem-based learning (PBL) is the more recent and highly regarded. In this research, I analyze discussions and proposed a tool for supporting consensus-building.
This project handled two tasks; (1) conversation summarization based on linguistic and non-linguistic features and (2) the discussion map system for consensus-building. In addition, I opened the Kyutech corpus, a freely available Japanese conversation corpus for a decision-making task, on the web.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (24 results)

All 2017 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (18 results) (of which Int'l Joint Research: 2 results) Remarks (4 results)

  • [Int'l Joint Research] The University of British Columbia(カナダ)

    • Related Report
      2015 Research-status Report
  • [Journal Article] Extractive Summarization Based on a Combined Method Using Several Features for Multi-Party Conversation2015

    • Author(s)
      Yo Tokunaga and Kazutaka Shimada
    • Journal Title

      ACIS International Journal of Computer and Information Science

      Volume: 16 Pages: 12-21

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] The Kyutech corpus and topic segmentation using a combined method2017

    • Author(s)
      Takashi Yamamura, Kazutaka Shimada and Shintaro Kawahara
    • Organizer
      Proceedings of the 12th Workshop on Asian Language Resources
    • Place of Presentation
      筑波大学
    • Year and Date
      2017-03-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Kyutechコーパスにおける抜粋要約のアノテーションと分析2017

    • Author(s)
      山村 崇, 嶋田 和孝
    • Organizer
      言語処理学会第23回年次大会(NLP2017)
    • Place of Presentation
      筑波大学
    • Year and Date
      2017-03-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] 偏りのある特徴語を考慮した皮肉の検出2017

    • Author(s)
      肥合 智史, 嶋田 和孝
    • Organizer
      言語処理学会第23回年次大会(NLP2017)
    • Place of Presentation
      筑波大学
    • Year and Date
      2017-03-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] テンプレートの自動生成によるイニングの要約文生成2017

    • Author(s)
      田川 裕輝, 嶋田 和孝
    • Organizer
      言語処理学会第23回年次大会(NLP2017)
    • Place of Presentation
      筑波大学
    • Year and Date
      2017-03-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] Kyutech コーパスにおける発話意図タグの設計と分析2016

    • Author(s)
      日野 優登, 山村 崇, 嶋田 和孝
    • Organizer
      第3回自然言語処理シンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2016-12-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] 議論マップを用いた議論におけるフィードバック機能の構築と検証2016

    • Author(s)
      桐木平 龍之介, 嶋田 和孝
    • Organizer
      HCGシンポジウム2016
    • Place of Presentation
      高知
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Generating abstractive summaries of sports games from Japanese tweets2016

    • Author(s)
      Yuuki Tagawa and Kazutaka Shimada
    • Organizer
      Proceedings of the 7th International Conference on E-Service and Knowledge Management (ESKM 2016)
    • Place of Presentation
      熊本
    • Year and Date
      2016-07-10
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Kyutechコーパス:意思決定タスクを対象とした複数人対話コーパス2016

    • Author(s)
      嶋田 和孝, 山村 崇, 河原 真太郎, Giuseppe Carenini, Raymond Ng
    • Organizer
      言語処理学会第22回年次大会(NLP2016)
    • Place of Presentation
      東北大学
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 語彙的連鎖とトピックモデルに基づくテキストセグメンテーション2016

    • Author(s)
      山村 崇, 嶋田 和孝
    • Organizer
      言語処理学会第22回年次大会(NLP2016)
    • Place of Presentation
      東北大学
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 事象の意味と時間関係の偏りを考慮した時間的順序関係推定2016

    • Author(s)
      高木 宏伸, 嶋田 和孝
    • Organizer
      言語処理学会第22回年次大会(NLP2016)
    • Place of Presentation
      東北大学
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 音声情報を用いた複数人自由対話における重要文抽出2016

    • Author(s)
      河原 真太郎, 山村 崇, 嶋田 和孝
    • Organizer
      火の国情報シンポジウム2016
    • Place of Presentation
      宮崎大学
    • Year and Date
      2016-03-02
    • Related Report
      2015 Research-status Report
  • [Presentation] タブレット端末を用いた議論の合意形成支援システムの開発2015

    • Author(s)
      桐木平 龍之介,嶋田 和孝,Giuseppe Carenini
    • Organizer
      人工知能学会 第75回 先進的学習科学と工学研究会(SIG-ALST)
    • Place of Presentation
      慶応大学
    • Year and Date
      2015-11-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 時間情報とテキストセグメンテーションに基づく複数人対話要約手法2015

    • Author(s)
      山村 崇, 徳永 陽, 嶋田 和孝
    • Organizer
      電子情報通信学会, 言語理解とコミュニケーション研究会 (NLC)
    • Place of Presentation
      徳島大学
    • Year and Date
      2015-06-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 事象間の接続関係に基づく時間的順序関係推定2015

    • Author(s)
      高木 宏伸, 嶋田 和孝
    • Organizer
      言語処理学会第21回年次大会(NLP2015), P1-14, 2015
    • Place of Presentation
      京都
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] KitAi-VAL: Textual Entailment Recognition System for NTCIR-11 RITE-VAL2014

    • Author(s)
      Ayaka Morimoto, Kenta Kurashima, Yo Tokunaga and Kazutaka Shimada
    • Organizer
      Proceedings of the 11th NTCIR Conference , 2014
    • Place of Presentation
      東京
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Research-status Report
  • [Presentation] 発話タイミングに注目した複数人自由対話要約手法の検討2014

    • Author(s)
      山村 崇, 徳永 陽, 嶋田 和孝
    • Organizer
      2014年度電子情報通信学会九州支部学生会講演会, D-38, 2014
    • Place of Presentation
      鹿児島
    • Year and Date
      2014-09-20
    • Related Report
      2014 Research-status Report
  • [Presentation] Understanding level estimation using discussion maps for supporting consensus-building2014

    • Author(s)
      Hironobu Takagi and Kazutaka Shimada
    • Organizer
      18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems - KES2014.
    • Place of Presentation
      ポーランド
    • Year and Date
      2014-09-15 – 2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Multi-party conversation summarization based on sentence selection using verbal and nonverbal information2014

    • Author(s)
      Yo Tokunaga and Kazutaka Shimada
    • Organizer
      2nd International Conference on Smart Computing and Artificial Intelligence (ICSCAI 2014)
    • Place of Presentation
      北九州
    • Year and Date
      2014-08-31 – 2014-09-02
    • Related Report
      2014 Research-status Report
  • [Remarks] Kyutechコーパス

    • URL

      http://www.pluto.ai.kyutech.ac.jp/~shimada/resources.html

    • Related Report
      2016 Annual Research Report
  • [Remarks] 九州工業大学 嶋田和孝

    • URL

      http://www.pluto.ai.kyutech.ac.jp/~shimada/

    • Related Report
      2015 Research-status Report
  • [Remarks] 公開言語資源Webページ

    • URL

      http://www.pluto.ai.kyutech.ac.jp/~shimada/resources.html

    • Related Report
      2015 Research-status Report
  • [Remarks] 九州工業大学情報工学部知能情報工学科嶋田研究室ホームページ

    • URL

      http://www.pluto.ai.kyutech.ac.jp/plt/shimada-lab/index.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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