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A Study on Multi-agent Systems Based on Deductive, Abductive and Hybrid Argumentation

Research Project

Project/Area Number 20500141
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionShibaura Institute of Technology

Principal Investigator

WAKAKI Toshiko  Shibaura Institute of Technology, システム理工学部, 教授 (50317369)

Co-Investigator(Kenkyū-buntansha) SAWAMURA Hajime  新潟大学, 自然科学系, 准教授 (40282991)
NITTA Katsumi  東京工業大学, 大学院・総合理工学研究科, 教授 (60293073)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords議論意味論 / 演繹的議論 / 発想的議論 / ハイブリッド議論 / 議論フレームワーク / マルチエージェント / 交渉 / 譲歩と妥協 / プリファレンス / 一貫性制約 / 議論の意味論 / 議論に基づく交渉 / プリファレンスとPAF / 一貫性制約とCAF / ステージ意味論 / 議論計算エンジン / 解集合プログラミング(ASP) / referred extensions / 議論の枠組 / アブダクション / Answer Set Programming(ASP) / preferred semantics
Research Abstract

In this study, first we propose a simple and generic method to compute Dung's various argumentation semantics as deductive argumentation based on Caminada's labeling method as well as Answer Set Programming (ASP). Second, we propose the Abductive Argumentation Framework (AAF) which enables agents to use not only facts but also hypotheses in argumentation or negotiation, and present the method to find out every skeptical (resp. credulous) explanation, i.e. the set of hypotheses needed to skeptically (resp. credulously) justify the argument supporting a disputer's claim under the specified argumentation semantics. Finally, in order to enable agents to use preferences as well as integrity constraints in negotiation such as e-commerce, we present a new approach of preference-based argumentation capturing prioritized logic programming.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (58 results)

All 2011 2010 2009 2008 Other

All Journal Article (23 results) (of which Peer Reviewed: 23 results) Presentation (29 results) Remarks (6 results)

  • [Journal Article] Preference-based Argumentation Capturing Prioritized Logic Programming : Argumentation in Multi-Agent Systems2011

    • Author(s)
      Toshiko Wakaki
    • Journal Title

      Lecture Notes in Artificial Intelligence(Springer) 6614

      Pages: 306-325

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Towards Argument Mining2011

    • Author(s)
      Yuichi Seino, Takeshi Hagiwara, Hajime Sawamura
    • Journal Title

      International Conference on Data Engineering and Internet Technology (DEIT2011), IEEE

      Pages: 27-34

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Formalizing Dialectical Reasoning forCompromise-Based Justification2011

    • Author(s)
      Hiroyuki Kido, Masahito Kurihara, Daisuke Katagami, Katsumi Nitta
    • Journal Title

      Proc.of 3rd International Conference on Agents and Artificial Intelli gence (ICAART2011)

      Pages: 355-363

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Practical Argumentation Semantics for Socially Efficient Defeasible Consequence2011

    • Author(s)
      H.Kido, K.Nitta
    • Journal Title

      Proc.of 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2011)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Towards Argument Mining2011

    • Author(s)
      Yuichi Seino, Takeshi Hagiwara, Hajime Sawamura
    • Journal Title

      International Conference on Data Engineering and Internet Technology (DEIT 2011), IEEE

      Pages: 27-34

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Formalizing Dialectical Reasoning for Compromise-Based Justification2011

    • Author(s)
      Hiroyuki Kido, Masahito Kurihara, Daisuke Katagami, Katsumi Nitta
    • Journal Title

      Proc.Third International Conference on Agents and Artificial Intelligence (ICAART 2011)

      Pages: 355-363

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computing Abductive Argumentation in Answer Set Programming, Argumentation in Multi-Agent Systems2010

    • Author(s)
      Toshiko Wakaki, Katsumi Nitta, Hajime Sawamura
    • Journal Title

      Lecture Notes in Artificial Intelligence(Springer) 6057

      Pages: 195-215

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Argument Mining from RADB and Its Usage in Arguing Agents and Intelligent Tutoring System, Innovations in Multi-Agent Systems and Applications2010

    • Author(s)
      Safia Abbas, Hajime Sawamura
    • Journal Title

      Studies in Computational Intelligence(Springer) 310

      Pages: 113147-113147

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 数理議論学の発展-動向と今後の展望-2010

    • Author(s)
      沢村一
    • Journal Title

      人工知能学会誌 25(3)

      Pages: 408-418

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 計算論的議論の応用2010

    • Author(s)
      沢村一
    • Journal Title

      日本知能情報ファジイ学会誌「知能と情報」 22(3)

      Pages: 303-312

    • NAID

      10030686774

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Preference-based Argumentation Capturing Prioritized Logic Programming2010

    • Author(s)
      Toshiko Wakaki
    • Journal Title

      Proc.of Seventh International Workshop on Argumentation in Multi-Agent Systems (ArgMAS2010)

      Pages: 211-228

    • Related Report
      2010 Annual Research Report 2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Syncretic Argumentation for Multi-Agents by Lattice Homomorphism and Fusion (Extended Abstract)2010

    • Author(s)
      Taichi Hasegawa, Hajime Sawamura
    • Journal Title

      Proc.of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2010)

      Pages: 1595-1596

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adv isory Function of an Argumentation Educati on SupportSystem2010

    • Author(s)
      Y.Ogata, D.Katagami, K.Nitta
    • Journal Title

      Proceedings of Juris In formatics 2010, (JURISIN 2010)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computing Abductive Argumentation in Answer Set Programming2010

    • Author(s)
      Toshiko Wakaki, Katsumi Nitta, Hajime Sawamura
    • Journal Title

      Argumentation in Multi-Agent Systems, 6th International Workshop, ArgMAS2009(Springer-Verlag)

      Volume: Vol.6057 Pages: 195-215

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computing Argumentation Semantics in Answer Set programming, New Frontiers in Artificial Intelligence2009

    • Author(s)
      Toshiko Wakaki, Katsumi Nitta
    • Journal Title

      Lecture Notes in Artificial Intelligence(Springer) 5447

      Pages: 254-269

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Syncretic Argumentation by Means of Lattice Homomorphism2009

    • Author(s)
      Taichi Hasegawa, Safia Abbas, Hajime Sawamura
    • Journal Title

      Proc.of 12th International Conference (PRIMA 2009), Lecture Notes in Computer Science(Springer) 5925

      Pages: 159-174

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computing Abductive Argumentation in Answer Set Programming2009

    • Author(s)
      Toshiko Wakaki, Katsumi Nitta, Hajime Sawamura
    • Journal Title

      Proc.of Sixth International Workshop on Argumentation in Multi-Agent Systems (ArgMAS 2009)

      Pages: 189-206

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Syncretic Argumentation by means of Lattice Fusion2009

    • Author(s)
      Taichi Hasegawa, Hajime Sawamura
    • Journal Title

      Proc.3rd Int.Workshop on Juris-Informatics (JURISIN2009)

      Pages: 49-60

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computing Abductive Argumentation in Answer Set Programming2009

    • Author(s)
      T.Wakaki, K.Nitta, H.Sawamura
    • Journal Title

      Proc.of 6th International Workshop on Argumentation in Multi-Agent Systems(ArgMAS 2009)

      Pages: 189-206

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computing Argumentation Semantics in Answer Set Programming2009

    • Author(s)
      T. Wakaki, K. Nitta
    • Journal Title

      New Frontiers in Artificial Intelligence, JSAI 2008 Conference and Workshops, 2008

      Pages: 254-269

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Applying the Logic of Multiple-Valued Argumentation to Social Web : SNS and Wikipedia2008

    • Author(s)
      Shusuke Kuribara, Safia Abbas, Hajime Sawamura
    • Journal Title

      Proc.of 11th Pacific Rim International Conference on Multi-Agents, PRIMA 2008, Lecture Notes in Artificial Intelligence 5357

      Pages: 251258-251258

    • NAID

      110006990886

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computing Argumentation Semantics in Answer Set Programming2008

    • Author(s)
      Toshiko Wakaki, Kstaumi Nitta
    • Journal Title

      Proc.2nd International Workshop on Juris-Informatics (JURISIN 2008)

      Pages: 32-41

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computing Argumentation Semantics in Answer Set Programming2008

    • Author(s)
      T. Wakaki, K. Nitta
    • Journal Title

      Proc. of 2nd International Workshop on Juris-Informatics (JURISIN2008)

      Pages: 32-41

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] 日本語対応議論分析ツールJAraucariaとEALP上の議論計算エンジンの統合2011

    • Author(s)
      礒本浩希・白土和弘・若木利子
    • Organizer
      2011年電子情報通信学会総合大会講演論文集, D-8-2
    • Place of Presentation
      東京都市大学世田谷キャンパス
    • Year and Date
      2011-03-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] 議論フレームワークにおけるステージ意味論の解集合プログラミングによる計算2011

    • Author(s)
      龍沢昌宏, 若木利子
    • Organizer
      情報処理学会第73回全国大会講演論文集, 1R-8
    • Place of Presentation
      東京工業大学大岡山キャンパス
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] プリファレンス付き議論フレームワークPAFのASPによる議論意味論計算2011

    • Author(s)
      永吉信雄, 若木利子
    • Organizer
      情報処理学会第73回全国大会講演論文集, 1R-9
    • Place of Presentation
      東京工業大学大岡山キャンパス
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] プリファレンス付き議論フレームワークPAFのASPによる議論意味論計算2011

    • Author(s)
      永吉信雄,若木利子
    • Organizer
      情報処理学会第73回全国大会(1R-9 2-243-2-244)
    • Place of Presentation
      東京工業大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 議論フレームワークにおけるstage意味論の解集合プログラミングによる計算2011

    • Author(s)
      龍沢昌宏,若木利子
    • Organizer
      情報処理学会第73回全国大会(1R-8 2-241-2-242)
    • Place of Presentation
      東京工業大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 日本語対応議論分析ツールJAraucariaとEALP上の議論計算エンジンの統合2011

    • Author(s)
      礒本浩希,白土和弘,若木利子
    • Organizer
      平成22年度電子情報通信学会東京支部学生会研究発表会(D-8-2 pages 63)
    • Place of Presentation
      東京都市大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 価値に基づく議論フレームワークの新意味論の提案2010

    • Author(s)
      龍沢昌宏, 若木利子
    • Organizer
      合同エージェントワークショップ&シンポジウム2010(JAWS2010)
    • Place of Presentation
      新富良野プリンスホテル(北海道)
    • Year and Date
      2010-10-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 議論に基づく交渉 -譲歩と妥協の形式化-2010

    • Author(s)
      白土和弘, 若木利子
    • Organizer
      (社)電子情報通信学会東京支部学生会研究発表会(第15回), D-8, p.174
    • Place of Presentation
      東京電気大学神田キャンパス
    • Year and Date
      2010-03-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] 発想的議論を用いた譲歩と妥協の形式化に基づくエージェント間交渉2010

    • Author(s)
      関口知之, 若木利子
    • Organizer
      情報処理学会第72回全国大会2V-5pp.2-337-2-338
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 解集合プログラミングによるアブダクションを用いた発想的議論の計算2010

    • Author(s)
      淡嶋綾子, 若木利子
    • Organizer
      情報処理学会第72回全国大会2Z-3pp.2-761-2-762
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 価値に基づく議論の解集合プログラミングによる計算2010

    • Author(s)
      龍沢昌宏, 若木利子
    • Organizer
      情報処理学会第72回全国大会2Z-2pp.2-759-2-760
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 論証ダイアグラムの分析と議論計算を統合したJ Araucaria ツールの開発2010

    • Author(s)
      宮嶋徹, 若木利子
    • Organizer
      情報処理学会第72回全国大会1W-8pp.2-433-2-434
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 多値論理EALPの知識表現による一貫性制約を用いた議論の意味論の計算2010

    • Author(s)
      深山竜太, 龍沢昌宏, 若木利子
    • Organizer
      情報処理学会第72回全国大会2Z-1pp.2-757-2-758
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 価値に基づく議論フレームワークの新意味論の提案2010

    • Author(s)
      龍沢昌宏,若木利子
    • Organizer
      合同エージェントワークショップ&シンポジウム2010(JAWS2010)(7ページ)
    • Place of Presentation
      北海道
    • Related Report
      2010 Final Research Report
  • [Presentation] 正当化されたパレート最適性の議論意味論と対話的証明論に向けて2010

    • Author(s)
      木藤浩之,新田克己
    • Organizer
      合同エージェントワークショップ&シンポジウム2010 (JAWS 2010)(7ページ)
    • Place of Presentation
      北海道
    • Related Report
      2010 Final Research Report
  • [Presentation] 発想的議論を用いた譲歩と妥協の形式化に基づくエージェント間交渉2010

    • Author(s)
      関口知之,若木利子
    • Organizer
      情報処理学会第72回全国大会(2V-5 2-337-2-338)
    • Place of Presentation
      東京大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 解集合プログラミングによるアブダクションを用いた発想的議論の計算2010

    • Author(s)
      淡嶋綾子,若木利子
    • Organizer
      情報処理学会第72回全国大会(2Z-3 2-761-2-762)
    • Place of Presentation
      東京大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 多値論理EALPの知識表現による一貫性制約を用いた議論の意味論の計算2010

    • Author(s)
      深山竜太,龍沢昌宏,若木利子
    • Organizer
      情報処理学会第72回全国大会(2Z-1 2-757-2-758)
    • Place of Presentation
      東京大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 論証ダイアグラムの分析と議論計算を統合したJAraucariaツールの開発2010

    • Author(s)
      宮嶋徹,若木利子
    • Organizer
      情報処理学会第72回全国大会発表(1W-8 2-433-2-434)
    • Place of Presentation
      東京大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 価値に基づく議論の解集合プログラミングによる計算2010

    • Author(s)
      龍沢昌宏,若木利子
    • Organizer
      情報処理学会第72回全国大会(2Z-2 2-759-2-760)
    • Place of Presentation
      東京大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 議論に基づく交渉-譲歩と妥協の形式化-2010

    • Author(s)
      白土和弘,若木利子
    • Organizer
      平成21年度電子情報通信学会東京支部学生会研究発表会(D-8 pages 174)
    • Place of Presentation
      東京電機大学
    • Related Report
      2010 Final Research Report
  • [Presentation] Dung意味論における議論を用いた推薦システムの提案2009

    • Author(s)
      納田憲一, 若木利子
    • Organizer
      情報処理学会第71回全国大会1R-4 pp. 2-169-2-170
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2009-03-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] 議論に基づく交渉システムの実装2009

    • Author(s)
      関口知之, 大久保崇行, 若木利子
    • Organizer
      情報処理学会第71回全国大会2R-6 pp. 2-191-2-192
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2009-03-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] 日本語版Araucariaの開発〜自然言語議論の分析と議論計算機能の実現〜2009

    • Author(s)
      吉田康二, 浅野裕子, 若木利子
    • Organizer
      (社)電子情報通信学会東京支部学生会研究発表会(第14回)
    • Place of Presentation
      東京電気大学神田キャンパス
    • Year and Date
      2009-03-07
    • Related Report
      2008 Annual Research Report
  • [Presentation] 議論に基づく交渉システムの実装2009

    • Author(s)
      関口知之,大久保崇行,若木利子
    • Organizer
      情報処理学会第71回全国大会(2R-6 2-191-2-192)
    • Place of Presentation
      立命館大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 動的セマンティックWeb推論呼び出しを行う議論エージェントシステム2009

    • Author(s)
      納田憲一,若木利子
    • Organizer
      情報処理学会第71回全国大会(1R-4 2-169-2-170)
    • Place of Presentation
      立命館大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 日本語版Araucariaの開発~自然言語議論の分析と議論計算機能の実現~2009

    • Author(s)
      吉田康二,浅野裕子,若木利子
    • Organizer
      平成20年度電子情報通信学会東京支部学生会研究発表会第14回講演論文集(D-8 161)
    • Place of Presentation
      東京電機大学
    • Related Report
      2010 Final Research Report
  • [Presentation] 動的プリファレンスを扱う議論エージェントシステムの構築2008

    • Author(s)
      関口 知之, 若木 利子
    • Organizer
      電子情報通信学会研究報告(信学技法)人工知能と知識処理研究会, AI2008-3, pages 15-20
    • Place of Presentation
      関西学院大学東京丸の内キャンパス
    • Year and Date
      2008-06-30
    • Related Report
      2008 Annual Research Report
  • [Presentation] 動的プリファレンスを扱う議論エージェントシステムの構築2008

    • Author(s)
      関口知之,若木利子
    • Organizer
      電子情報通信学会研究報告(信学技法)(AI2008-3 15-20)
    • Place of Presentation
      関西学院大学
    • Related Report
      2010 Final Research Report
  • [Remarks] ホームページ等

    • URL

      http://www.ailab.se.shibaura-it.ac.jp/compARG.html

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://www.ailab.se.shibaura-it.ac.jp/compPAF_J.html

    • Related Report
      2010 Final Research Report
  • [Remarks] PAFの議論計算エンジン

    • URL

      http://www.ailab.se.shibaura-it.ac.jp/compPAE_J.html

    • Related Report
      2010 Annual Research Report
  • [Remarks] ステージ意味論の計算エンジン

    • URL

      http://www.ailab.se.shibaura-it.ac.jp/compARG.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.ailab.se.shibaura-it.ac.jp/

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://www.ailab.se.shibaura-it.ac.jp/compARG.html

    • Related Report
      2009 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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