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Study on an automated method for generating information curation map and its application for advanced information access tasks

Research Project

Project/Area Number 16K00296
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research InstitutionYokohama National University

Principal Investigator

MORI Tatsunori  横浜国立大学, 大学院環境情報研究院, 教授 (70212264)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords情報キュレーション / 自動要約 / 情報抽出 / 世界史論述問題 / 自然言語処理 / テキストマイニング
Outline of Final Research Achievements

Although Web is widely used for decision-making in everyday life, users have to make great effort to select useful information in Web. Curation service, which gathers information on a certain topic, selects good one, compiles a summary with useful comments, and promotes users to share the information, has drawn a great deal of attention. However, the compilation highly depends on the curators’ skill. On the other hand, there exist not a few texts that describe the relation between two other texts. Therefore, by mining such texts, we expect that we can obtain a curation map, which makes us easily understand the relation among information pieces.
In this project, we study a method for generating information curation map, and a method for answering university entrance exams as an example of advanced information access task.

Academic Significance and Societal Importance of the Research Achievements

一般のWeb検索等を想定し、キュレーションマップ生成に基づき、まとめ回答を順位付けして示すとともに、まとめ回答に張られたリンクにより詳細回答へ至る俯瞰的な可視化が行える仕組を提案し、その有効性を示した。また、現実的で複雑な質問応答を目指して、大学入試問題の自動解答を検討した。同マップは論旨構造を考慮した要約とみなせるので、論述問題を解く際の情報編纂過程に関連すると考え、各種知識源を編纂し世界史論述問題に自動解答する手法を検討し、その有効性を示した。
これらの成果は、利用者の能動的判断を支援するために、Web上の情報を効率よく整理しナビゲートする仕組を提供する点において、学術的・社会的意義がある。

Report

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

    (24 results)

All 2019 2018 2017 2016 Other

All Int'l Joint Research (3 results) Journal Article (4 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 4 results,  Open Access: 3 results) Presentation (14 results) (of which Int'l Joint Research: 2 results) Book (1 results) Remarks (2 results)

  • [Int'l Joint Research] Carnegie Mellon University(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Carnegie Mellon University(米国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] Carnegie Mellon University(米国)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Automatic Evaluation of World History Essay Using Chronological and Geographical Measures2017

    • Author(s)
      Kotaro Sakamoto, Hideyuki Shibuki, Madoka Ishioroshi, Akira Fujita, Yoshinobu Kano, Teruko Mitamura, Tatsunori Mori, and Noriko Kando
    • Journal Title

      Proceedings of 8th International Workshop on Evaluating Information Access (EVIA 2017)

      Volume: - Pages: 20-23

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] FelisCatusZero: A world history essay question answering for the University of Tokyo’s entrance exam2017

    • Author(s)
      Kotaro Sakamoto, Takaaki Matsumoto, Madoka Ishioroshi, Hideyuki Shibuki, Tatsunori Mori, Noriko Kando, and Teruko Mitamura
    • Journal Title

      Proceedings of Open Knowledge Base and Question Answering Workshop at SIGIR (OKBQA 2017)

      Volume: - Pages: 45-46

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Chronological and Geographical Measures for Evaluation of World History Essay QA in University Entrance Exams2017

    • Author(s)
      Hideyuki Shibuki, Kotaro Sakamoto, Madoka Ishioroshi, Akira Fujita, Yoshinobu Kano, Teruko Mitamura, Tatsunori Mori, and Noriko Kando
    • Journal Title

      Proceedings of Open Knowledge Base and Question Answering Workshop at SIGIR (OKBQA 2017)

      Volume: - Pages: 35-40

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Construction of a Multilingual Annotated Corpus for Deeper Sentiment Understanding in Social Media2017

    • Author(s)
      Yujie Lu, Kotaro Sakamoto, Hideyuki Shibuki, and Tatsunori Mori
    • Journal Title

      Journal of Natural Language Processing

      Volume: 24 Pages: 205-266

    • NAID

      130006078761

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] キュレーションマップにおけるインタラクティブUIの提案2019

    • Author(s)
      阿部 穣太郎, 渋木 英潔, 森 辰則
    • Organizer
      人工知能学会 インタラクティブ情報アクセスと可視化マイニング研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] キュレーションマップ自動生成手法におけるテキスト断片の適正化2019

    • Author(s)
      阿部 穣太郎, 渋木 英潔, 森 辰則
    • Organizer
      言語処理学会第25回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 世界史用語集のゼロ代名詞の表層格推定における自動生成された擬似訓練データの利用2019

    • Author(s)
      大矢 康介, 阪本 浩太郎, 渋木 英潔, 森 辰則
    • Organizer
      言語処理学会第25回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 世界史大論述問題解答の自動生成に向けた指定語句による検索結果の分析2019

    • Author(s)
      飯塚 章裕, 福原 優太, 阪本 浩太郎, 渋木 英潔, 森 辰則
    • Organizer
      言語処理学会第25回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 世界史大論述問題を解くための質問応答システムにおける各国史の利用2019

    • Author(s)
      福原 優太, 阪本 浩太郎, 渋木 英潔, 森 辰則
    • Organizer
      言語処理学会第25回年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 世界史用語集の語釈文における見出し語に照応するゼロ代名詞の表層格の推定2018

    • Author(s)
      大矢康介, 阪本浩太郎, 渋木英潔, 森辰則
    • Organizer
      言語処理学会第24回年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] NTCIR-13 QA Lab-3における大論述問題の事例分析2018

    • Author(s)
      渋木英潔, 阪本浩太郎, 石下円香, 狩野芳伸, 三田村照子, 森辰則, 神門典子
    • Organizer
      言語処理学会第24回年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Deep Learning Method to Extract Implicit Keywords for Historical Essay Questions2018

    • Author(s)
      Yuanzhi Ke, Kotaro Sakamoto, Madoka Ishioroshi, Hideyuki Shibuki, Masafumi Hagiwara, Tatsunori Mori, and Noriko Kando
    • Organizer
      言語処理学会第24回年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 世界史論述問題の自動評価のための時間的・地理的情報の利用2017

    • Author(s)
      渋木英潔, 藤田彬, 阪本浩太郎, 石下円香, 狩野芳伸, 三田村照子, 森辰則, 神門典子
    • Organizer
      言語処理学会第23回年次大会
    • Place of Presentation
      茨城県
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 世界史論述問題における模範解答-知識源の対応を表すアノテーションの検討2017

    • Author(s)
      福原優太, 阪本浩太郎, 渋木英潔, 森辰則
    • Organizer
      言語処理学会第23回年次大会
    • Place of Presentation
      茨城県
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 大学入試世界史論述問題における非指定重要語句生成に関する検討2017

    • Author(s)
      阪本浩太郎, 陸宇傑, 福原優太, 渋木英潔, 石下円香, 森辰則, 神門典子
    • Organizer
      言語処理学会第23回年次大会
    • Place of Presentation
      茨城県
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] Question Answering System for Second-stage Examinations at NTCIR-13 QA Lab-3 Task2017

    • Author(s)
      Kotaro Sakamoto, Madoka Ishioroshi, Yuta Fukuhara, Akihiro Iizuka, Hideyuki Shibuki, Tatsunori Mori, and Noriko Kando
    • Organizer
      The 13th NTCIR Conference on Evaluation of Information Access Technologies
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Overview of the NTCIR-13 QA Lab-3 Task2017

    • Author(s)
      Hideyuki Shibuki, Kotaro Sakamoto, Madoka Ishioroshi, Yoshinobu Kano, Teruko Mitamura, Tatsunori Mori, and Noriko Kando
    • Organizer
      The 13th NTCIR Conference on Evaluation of Information Access Technologies
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Forst: Question Answering System for Second-stage Examinations at NTCIR-12 QA Lab-2 Task2016

    • Author(s)
      Kotaro Sakamoto, Madoka Ishioroshi, Hyogo Matsui, Takahisa Jin, Fuyuki Wada, Shu Nakayama, Hideyuki Shibuki, Tatsunori Mori, and Noriko Kando
    • Organizer
      12th NTCIR Conference on Evaluation of Information Access Technologies
    • Place of Presentation
      東京都
    • Year and Date
      2016-06-07
    • Related Report
      2016 Research-status Report
  • [Book] 人工知能プロジェクト「ロボットは東大に入れるか」: 第三次AIブームの到達点と限界2018

    • Author(s)
      新井 紀子, 東中 竜一郎(編). 第3章 森 辰則, 星野 力 他.
    • Total Pages
      296
    • Publisher
      東京大学出版会
    • ISBN
      9784130614078
    • Related Report
      2018 Annual Research Report
  • [Remarks] FelisCatus Zero-multilingual : オープンソース世界史論述問題解答器

    • URL

      https://github.com/ktr-skmt/FelisCatusZero-multilingual

    • Related Report
      2018 Annual Research Report
  • [Remarks] FelisCatus Zero-multilingual : オープンソース世界史論述問題解答器

    • URL

      https://github.com/ktr-skmt/FelisCatusZero-multilingual

    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2022-02-21  

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