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Accessibility Technologies for Crowdsourcing towards Social Inclusion

Research Project

Project/Area Number 17K20022
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Research Field Applied informatics and related fields
Research InstitutionUniversity of Tsukuba

Principal Investigator

Morishima Atsyyuki  筑波大学, 図書館情報メディア系, 教授 (70338309)

Co-Investigator(Kenkyū-buntansha) 平賀 瑠美  筑波技術大学, 産業技術学部, 教授 (70327021)
張 建偉  岩手大学, 理工学部, 准教授 (20635924)
Project Period (FY) 2017-06-30 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥6,500,000 (Direct Cost: ¥5,000,000、Indirect Cost: ¥1,500,000)
Fiscal Year 2019: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2017: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords社会的包摂 / クラウドソーシング / 視聴覚障害者 / 雇用創出 / 情報工学 / アクセシビリティ
Outline of Final Research Achievements

We conducted research on fundamental technology for accessible task generation and assignment in crowdsourcing for people with visual and hearing disabilities. The following results were obtained. (1) We obtained knowledge about the appropriate design of microtasks for visually and hearing impaired workers. (2) From the perspective of social inclusion, we developed a method to assign a wide range of workers with various abilities to tasks. We found that it is possible for many people to be involved in work without significantly sacrificing productivity and throughput. (3) We developed a method to improve the quality by integrating the task results performed by the hearing impaired people. (4) For guaranteeing information accessibility in watching sports, we have developed a tool that allows everyone to enter and share the information necessary to enjoy watching a game.

Academic Significance and Societal Importance of the Research Achievements

現在のクラウドソーシングにおける「クラウド」は,一般に健常者の集まりを想定している.しかし,タスクの設計や割当てを上手く制御することが出来れば,視聴覚障害者などの従来は「助けられる側」とされていた人々にも広く仕事を依頼することによって,彼らを「誰かを助ける側」にするような新たな社会参加のアプローチとしてクラウドソーシングを利用する事が可能であり,様々な制約によって「助ける側」「助けられる側」に分けざるを得なかったこれまでの社会構造を変えうる可能性がある.

Report

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

    (24 results)

All 2020 2019 2018 2017 Other

All Journal Article (10 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 9 results) Presentation (11 results) (of which Int'l Joint Research: 2 results) Book (1 results) Remarks (2 results)

  • [Journal Article] Effects of Cognitive Consistency in Microtask Design with only Auditory Information2020

    • Author(s)
      Ying Zhong, Masaki Matsubara, Makoto Kobayashi and Atsuyuki Morishima
    • Journal Title

      Proceedings of 22nd International Conference on Human-Computer Interaction (HCII2020)

      Volume: N/A

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 誰もが互いに助け合える情報保障─タイムラインによるリアルスポーツ観戦時の聴覚障害者の情報保障─2019

    • Author(s)
      若月大輔
    • Journal Title

      ヒューマンインタフェース学会誌

      Volume: Vol.21,No.1 Pages: 28-33

    • Related Report
      2019 Annual Research Report
  • [Journal Article] First Evaluation of Information Support of everyone by everyone for everyone TimeLine (ISeeeTL) applied to Deaf and Hard of Hearing People Watching Sport2019

    • Author(s)
      Rumi Hiraga, Daisuke Wakatsuki, Yuhki Shiraishi, Masayuki Inoue, Yuka Kogo, Yoshiki Fukunaga, Makoto Kobayashi, Manabi Miyagi, Takeaki Shionome, Jianwei Zhang, and Atsuyuki Morishima
    • Journal Title

      The 15th International Conference of the Association for the Advancement of Assistive Technology in Europe (AAATE 2019)

      Volume: N/A

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Task Assignment Method Considering Inclusiveness and Activity Degree2018

    • Author(s)
      Hirotaka Hashimoto, Masaki Matsubara, Yuhki Shiraishi, Daisuke Wakatsuki, Jianwei Zhang and Atsuyuki Morishima
    • Journal Title

      Proceedings of The Second IEEE Workshop on Human-in-the-loop Methods and Human Machine Collaboration in BigData (IEEE HMData2018)

      Volume: N/A Pages: 3498-3503

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Identification of Important Images for Understanding Web Pages2018

    • Author(s)
      Ying Zhong, Masaki Matsubara, Atsuyuki Morishima
    • Journal Title

      Proceedings of The Second IEEE Workshop on Human-in-the-loop Methods and Human Machine Collaboration in BigData (IEEE HMData2018)

      Volume: N/A Pages: 3567-3573

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Study on Information Support for Deaf and Hard-of-Hearing People Using Sports Game Timeline2018

    • Author(s)
      Daisuke Wakatsuki, Rumi Hiraga, Makoto Kobayashi, Yuhki Shiraishi, Takeaki Shionome, Jianwei Zhang, Yoshiki Fukunaga, Manabi Miyagi, Atsuyuki Morishima
    • Journal Title

      The 2018 IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC2018)

      Volume: N/A Pages: 2248-2253

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Skill-and-Stress-Aware Assignment of Crowd-Worker Groups to Task Streams2018

    • Author(s)
      Katsumi Kumai, Masaki Matsubara, Yuhki Shiraishi, Daisuke Wakatsuki, Jianwei Zhang, Takeaki Shionome, Hiroyuki Kitagawa and Atsuyuki Morishima
    • Journal Title

      The sixth AAAI Conference on Human Computation and Crowdsourcing

      Volume: N/A Pages: 88-97

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Crowdsourced Real-Time Captioning of Sign Language by Deaf and Hard-of-Hearing People2017

    • Author(s)
      Yuhki Shiraishi, Jianwei Zhang, Daisuke Wakatsuki, Katsumi Kumai, and Atsuyuki Morishima
    • Journal Title

      International Journal of Pervasive Computing and Communications

      Volume: Vol. 13, No. 1 Pages: 2-25

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Group Rotation Management in Real-Time Crowdsourcing2017

    • Author(s)
      Katsumi Kumai, Jianwei Zhang, Yuhki Shiraishi, Daisuke Wakatsuki, Hiroyuki Kitagawa, Atsuyuki Morishima
    • Journal Title

      Proc. 19th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2017)

      Volume: - Pages: 23-31

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Complement of Incomplete Task Results for Real-time Crowdsourcing Interpretation2017

    • Author(s)
      Takeaki Shionome, Hirotaka Hashimoto, Jianwei Zhang, Yuhki Shiraishi, Daisuke Wakatsuki, Yohei Seki, and Atsuyuki Morishima
    • Journal Title

      Proc. 21th International Conference on Asian Language Processing (IALP 2017)

      Volume: - Pages: 359-362

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] IRTを用いたクラウドソーシング実験の再現性の向上手法の提案2020

    • Author(s)
      勝野皓太,松原正樹, 渡辺知恵美, 森嶋厚行
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 聴覚情報のみによる理解しやすいマイクロタスクデザイン2019

    • Author(s)
      Ying Zhong, 松原正樹、小林真、森嶋厚行
    • Organizer
      情報処理学会アクセシビリティ研究会(IPSJ SIG AAC) 第10回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Improving Reproducibility of Crowdsourcing Experiments2019

    • Author(s)
      Kohta Katsuno, Masaki Matsubara, Chiemi Watanabe and Atsuyuki Morishima
    • Organizer
      The 7th AAAI Conference on Human Computation and Crowdsourcing (HCOMP2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Understandable Microtasks with No Visual Representation2019

    • Author(s)
      Ying Zhong, Masaki Matsubara, Makoto Kobayashi and Atsuyuki Morishima
    • Organizer
      The 7th AAAI Conference on Human Computation and Crowdsourcing (HCOMP2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] クラウドソーシングによる字幕情報保障に関する基礎的検討(第3報) ―実況音声の発話内容分類とワーカの入力結果の分析―2018

    • Author(s)
      塩野目剛亮,若月大輔,白石優旗,張建偉,森嶋厚行,平賀瑠美「クラウドソーシングによる字幕情報保障に関する基礎的検討(第3報) ―実況音声の発話内容分類とワーカの入力結果の分析―
    • Organizer
      第96回福祉情報工学研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] クラウドワーカの能力とインクルージョン性を考慮したタスク割当て手法2018

    • Author(s)
      橋本大空,松原正樹,白石優旗,張建偉,若月大輔,森嶋厚行
    • Organizer
      第10回データ工学と情報マネジメントに関するフォーラム(DEIM2018)
    • Related Report
      2017 Research-status Report
  • [Presentation] スポーツ観戦に関するタイムラインを用いた聴覚障害者の情報保障の検討2018

    • Author(s)
      若月大輔,平賀瑠美,小林真,白石優旗,塩野目剛亮,張建偉,福永克己,宮城愛美,森嶋厚行
    • Organizer
      情報処理学会第6回アクセシビリティ研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] ISeee: パラスポーツにおける情報保障2018

    • Author(s)
      平賀瑠美,若月大輔,小林真,白石優旗,塩野目剛亮,張建偉,福永克己,宮城愛美,森嶋厚行
    • Organizer
      電子情報通信学会2018年総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 聴覚障害者のためのスポーツ観戦時の情報保障の基礎的検討2018

    • Author(s)
      若月大輔,平賀瑠美,小林真,白石優旗,塩野目剛亮,張建偉,福永克己,宮城愛美,森嶋厚行
    • Organizer
      電子情報通信学会2018年総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] スポーツ観戦時の視覚障害者に対する情報支援2018

    • Author(s)
      小林真,平賀瑠美,若月大輔,福永克己,張建偉,塩野目剛亮,宮城愛美,森嶋厚行,白石優旗
    • Organizer
      電子情報通信学会2018年総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] クラウドソーシングによる字幕情報保障に関する基礎的検討(第2報) ―音声情報と入力・送出文との対応,および個人の入力行動分析―2017

    • Author(s)
      塩野目剛亮,若月大輔,白石優旗,張建偉,森嶋厚行,平賀瑠美
    • Organizer
      第90回福祉情報工学研究会
    • Related Report
      2017 Research-status Report
  • [Book] IEEE Data Engineering Bulletin Special Issue on Imagine All the People and AI in the Future of Work2019

    • Author(s)
      Sihem Amer-Yahia, Lei Chen, Atsuyuki Morishima, Senjuti Basu Roy (Eds)
    • Total Pages
      65
    • Publisher
      IEEE
    • Related Report
      2019 Annual Research Report
  • [Remarks] ISeeeプロジェクト:オープンな,誰もが誰かの助けになる情報保障

    • URL

      https://crowd4u.org/ja/projects/ISeee

    • Related Report
      2019 Annual Research Report
  • [Remarks] ISEEE PROJECT オープンな,誰もが誰かの助けになる情報保障

    • URL

      https://iseee.info/

    • Related Report
      2019 Annual Research Report

URL: 

Published: 2017-07-21   Modified: 2021-02-19  

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