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Searching for Information That Can Change People's Opinions and Behaviors

Research Project

Project/Area Number 17K12787
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionThe University of Tokyo (2020)
National Institute of Information and Communications Technology (2017-2019)

Principal Investigator

Umemoto Kazutoshi  東京大学, 生産技術研究所, 助教 (90783217)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords情報検索 / ウェブマイニング / 行動選択 / 態度変容
Outline of Final Research Achievements

This project aims at developing search technologies that can influence people's views and behaviors associated with events in the real world. To this end, the following four research problems have been addressed: (1) mining and ranking information that can change people's views and behaviors, (2) identifying factors causing the observed behaviors, (3) uncovering the mechanism of the behavioral change, and (4) establishing presentation techniques that can change user behavior to the intended direction.

Academic Significance and Societal Importance of the Research Achievements

本研究は,適合性や重要性に基づく従来の検索結果ランキングとは異なる,実世界への影響という基準での検索方式を探究するものであり,学術的新規性が高い.本研究で得られた研究成果は,情報検索の関連分野における一流の国際会議や国際論文誌に採択されるなど,国際的にも高い評価を受けている.本研究で提案した技術は,検索ユーザの意思決定支援だけでなく,購買意欲の促進に最適な広告の決定や,誤った情報や有害情報を求めるユーザの誘導など,実社会でも様々な応用に利用できると考えられる.

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (7 results)

All 2020 2018 2017 Other

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

  • [Int'l Joint Research] Tel Aviv University(イスラエル)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Tel Aviv University(イスラエル)

    • Related Report
      2019 Research-status Report
  • [Journal Article] 実世界での行動に影響を与える情報のソーシャルメディアからの発見2018

    • Author(s)
      梅本和俊, 豊田正史
    • Journal Title

      日本データベース学会和文論文誌

      Volume: 16-J

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Search by Screenshots for Universal Article Clipping in Mobile Apps2017

    • Author(s)
      Kazutoshi Umemoto, Ruihua Song, Jian-Yun Nie, Xing Xie, Katsumi Tanaka, and Yong Rui
    • Journal Title

      ACM Transactions on Information Systems

      Volume: 35 Issue: 4 Pages: 1-29

    • DOI

      10.1145/3091107

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Toward Recommendation for Upskilling: Modeling Skill Improvement and Item Difficulty in Action Sequences2020

    • Author(s)
      Kazutoshi Umemoto, Tova Milo, and Masaru Kitsuregawa
    • Organizer
      The 36th IEEE International Conference on Data Engineering (ICDE 2020)
    • Related Report
      2020 Annual Research Report 2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Search by screenshots for universal article clipping in mobile apps (TOIS)2018

    • Author(s)
      Kazutoshi Umemoto, Ruihua Song, Jian-Yun Nie, Xing Xie, Katsumi Tanaka, and Yong Rui
    • Organizer
      The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Search by Screenshots for Article Clipping across Mobile Apps2018

    • Author(s)
      Kazutoshi Umemoto
    • Organizer
      The 13th Korea-Japan (Japan-Korea) Database Workshop 2018 (KJDB2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2022-01-27  

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