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Argument-Based Data-Driven Conflict Studies

Research Project

Project/Area Number 15KT0041
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeMulti-year Fund
Section特設分野
Research Field Conflict Studies
Research InstitutionThe University of Electro-Communications (2016-2018)
The University of Tokyo (2015)

Principal Investigator

Kido Hiroyuki  電気通信大学, 大学院情報理工学研究科, 客員研究員 (90705287)

Co-Investigator(Kenkyū-buntansha) 高井 利憲  奈良先端科学技術大学院大学, 先端科学技術研究科, 客員准教授 (10425738)
阿部 明典  千葉大学, 大学院人文科学研究院, 教授 (40221725)
久代 紀之  九州工業大学, 大学院情報工学研究院, 教授 (50630886)
新田 克己  東京工業大学, 情報理工学院, 教授 (60293073)
中村 潤  金沢工業大学, 工学研究科, 客員教授 (80532994)
岡本 圭史  仙台高等専門学校, 総合工学科, 教授 (00308214)
Project Period (FY) 2015-07-10 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000)
Fiscal Year 2018: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2017: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2016: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2015: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords議論 / 推論 / 機械学習 / ベイズ / 生成モデル / 計算論的議論 / ベイズ推論 / 逆問題 / 非単調論理 / 知能情報学 / 論理 / 紛争研究 / 受理可能性学習 / 教師あり学習 / 紛争解決 / 議論可視化
Outline of Final Research Achievements

We published ten fully refereed papers in international conferences and journals during the terms of this project. According to a major international research institute, two of them were published in the most prestigious peer-reviewed conferences (IJCAI 2017, KR 2018) in the research area of reasoning, and other two papers were published in good journal publications (A&C in 2015 and JLC in 2017) in principal investigator's research field. This project moreover led to another research project funded by JSPS.

Academic Significance and Societal Importance of the Research Achievements

議論は紛争に対する合理的,社会的かつ平和的な解決手段である.一方,今日行われている議論の多くはそれがどのようなデータに裏付けられるのか,反例となるデータは存在するのかなどデータを用いて議論を適切に評価したり構築したりすることが容易ではない.この問題に対処するために,本研究課題ではウェブに存在する非構造化データから議論の構造を推定するための一般的な方法論を研究した.

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (14 results)

All 2018 2017 2016 2015 Other

All Presentation (11 results) (of which Int'l Joint Research: 10 results,  Invited: 1 results) Book (2 results) Remarks (1 results)

  • [Presentation] Bayesian Model Selection in Statistical Construction of Justification2018

    • Author(s)
      Hiroyuki Kido
    • Organizer
      The 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Bayesian Approach to Argument-Based Reasoning for Attack Estimation2017

    • Author(s)
      Hiroyuki Kido and Keishi Okamoto
    • Organizer
      Proc. of the 26th International Joint Conference on Artificial Intelligence
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2017-08-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Bayesian Approach to Argument-Based Reasoning for Attack Estimation2017

    • Author(s)
      Hiroyuki Kido
    • Organizer
      The 26th International Joint Conference on Artificial Intelligence
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Balancing Between Cognitive and Semantic Acceptability of Arguments2017

    • Author(s)
      Hiroyuki Kido
    • Organizer
      The 10th International Conference on Knowledge Science, Engineering and Management
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Argument-Based Bayesian Estimation of Attack Graphs: A Preliminary Empirical Analysis2017

    • Author(s)
      Hiroyuki Kido
    • Organizer
      The 20th International Conference on Principles and Practice of Multi-Agent Systems
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Argumentation Versus Optimization for Supervised Acceptability Learning2016

    • Author(s)
      Hiroyuki Kido
    • Organizer
      Proc. of the 19th International Conference on Principle and Practice of Multi-agent Systems
    • Place of Presentation
      Phuket, Thailand
    • Year and Date
      2016-08-22
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Developing SNS tool for Consensus Building on Environmental Safety using Assurance Cases (Tool Paper)2016

    • Author(s)
      Yutaka Matsuno, Yang Ishigaki, Koichi Bando, Hiroyuki Kido and Kenji Tanaka
    • Organizer
      Proc. of the 4th International Workshop on Assurance Cases for Software-intensive Systems
    • Place of Presentation
      Trondheim, Norway
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning Argument Acceptability from Abstract Argumentation Frameworks2015

    • Author(s)
      Hiroyuki Kido
    • Organizer
      2nd International Workshop on Argument for Agreement and Assurance
    • Place of Presentation
      慶応大学日吉キャンパス(神奈川県横浜市)
    • Year and Date
      2015-11-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Modular construction of assurance cases written in dGSN2015

    • Author(s)
      Toshinori Takai, Hiroyuki Kido
    • Organizer
      2nd International Workshop on Argument for Agreement and Assurance
    • Place of Presentation
      慶応大学日吉キャンパス(横浜市神奈川県)
    • Year and Date
      2015-11-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Effective Way to Review and Manage Assurance Cases (Tool Demo: Defeasible GSN)2015

    • Author(s)
      Toshinori Takai, Hiroyuki Kido and Yutaka Matsuno
    • Organizer
      2nd International Workshop on Argument for Agreement and Assurance
    • Place of Presentation
      慶応大学日吉キャンパス(横浜市神奈川県)
    • Year and Date
      2015-11-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 議論学の紹介とその機械学習への応用2015

    • Author(s)
      木藤浩之
    • Organizer
      電子情報通信学会知能ソフトウェア工学研究会
    • Place of Presentation
      日本大学駿河台キャンパス(東京都千代田区)
    • Year and Date
      2015-10-29
    • Related Report
      2015 Research-status Report
    • Invited
  • [Book] Proc. of the 2nd International Workshop on Argument for Agreement and Assurance2017

    • Author(s)
      Hiroyuki Kido
    • Total Pages
      15
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report
  • [Book] Proc. of the 19th International Conference on Principles and Practice of Multi-Agent Systems2016

    • Author(s)
      Hiroyuki Kido
    • Total Pages
      10
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report
  • [Remarks] 国際ワークショップAAA 2015のウェブサイト

    • URL

      http://cse.t.u-tokyo.ac.jp/kido/AAA2015/

    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-07-14   Modified: 2020-03-30  

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