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Cognitive and ecological basis of collective intelligence

Research Project

Project/Area Number 25245063
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Social psychology
Research InstitutionThe University of Tokyo (2014-2015)
Hokkaido University (2013)

Principal Investigator

Kameda Tatsuya  東京大学, 人文社会系研究科, 教授 (20214554)

Co-Investigator(Kenkyū-buntansha) NAKAMARU Mayuko  東京工業大学, 大学院社会理工学研究科, 准教授 (70324332)
TAKAHASHI Nobuyuki  北海道大学, 大学院文学研究科, 准教授 (80333582)
INUKAI Keigo  大阪大学, 社会経済研究所, 講師 (80706945)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥24,700,000 (Direct Cost: ¥19,000,000、Indirect Cost: ¥5,700,000)
Fiscal Year 2015: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Fiscal Year 2014: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Fiscal Year 2013: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Keywords集合知 / ヒト集団 / アリコロニー / 計算論的アルゴリズム / 行動実験 / インターネット実験 / 数理モデル / 比較 / 計算論モデル / 実験 / 進化ゲーム / 種間比較 / 相互作用実験 / 群知能 / シミュレーション / 集団実験 / 行動生態学
Outline of Final Research Achievements

This study examined how "collective intelligence" emerges in human groups, by conceptually linking it to "swarm intelligence" by social insects -- the macro phenomenon that has attracted considerable attention in biology and informatics. By collaborating researchers of ants, we experimentally examined information search behavior by 40 colonies of ants (each with about 200 individuals) as well as 40 human groups ((each with about 200 individuals). Results showed that, compared to ant colonies, human groups exhibited greater frequency-dependent conformity bias, which decreased their plasticity in response to changes in adaptive environment.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (60 results)

All 2016 2015 2014 2013 Other

All Int'l Joint Research (1 results) Journal Article (14 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 10 results,  Acknowledgement Compliant: 2 results,  Open Access: 5 results) Presentation (40 results) (of which Int'l Joint Research: 2 results,  Invited: 8 results) Book (4 results) Remarks (1 results)

  • [Int'l Joint Research] Arizona State University(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Evolution of costly explicit memory and cumulative culture2016

    • Author(s)
      Mayuko Nakamaru
    • Journal Title

      Journal of theoretical biology

      Volume: 399 Pages: 71-83

    • DOI

      10.1016/j.jtbi.2016.03.014

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Implications from biased probability judgments for international disparities in momentum returns.2016

    • Author(s)
      Duttle, K. & Inukai, K.
    • Journal Title

      Journal of Behavioral Finance

      Volume: 未定

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 行動経済学、その歴史と展開2016

    • Author(s)
      犬飼佳吾
    • Journal Title

      生協共同組合研究

      Volume: 480 Pages: 34-40

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Complexity aversion: Influences of cognitive abilities, culture and system of thought2015

    • Author(s)
      Duttle, K. & Inukai, K.
    • Journal Title

      Economics Bulletin

      Volume: 35 Pages: 846-865

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] History of cooperation: A positive analysis of the overlapping mechanism2015

    • Author(s)
      Fukadai, M. & Inukai, K.
    • Journal Title

      SSRN Working Paper

      Volume: number (id)2592822

    • Related Report
      2015 Annual Research Report
    • Open Access
  • [Journal Article] 集団行動と情動2015

    • Author(s)
      村田藍子・亀田達也
    • Journal Title

      情動と意思決定

      Volume: 4 Pages: 132-163

    • Related Report
      2015 Annual Research Report
  • [Journal Article] 集合的無知2015

    • Author(s)
      齋藤美松
    • Journal Title

      情動と意思決定-感情と理性の統合、情動学シリーズ

      Volume: 4 Pages: 139-140

    • Related Report
      2015 Annual Research Report
  • [Journal Article] ヒト社会における大規模協力の礎としての共感性の役割2015

    • Author(s)
      齋藤美松・村田藍子・樋口さとみ・亀田達也
    • Journal Title

      心理学評論

      Volume: 58 no.3 Pages: 392-403

    • NAID

      130007397792

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complexity Aversion: Influences of Cognitive Abilities, Culture and System of Thought2015

    • Author(s)
      Duttle, K. & Inukai, K.
    • Journal Title

      Economics Bulletin

      Volume: 35 Pages: 846-855

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Human collective intelligence under dual exploration-exploitation dilemmas2014

    • Author(s)
      Wataru Toyokawa, Hye-rin Kim & Tatsuya Kameda
    • Journal Title

      PLoS ONE

      Volume: 9 Issue: 4 Pages: e95789-e95789

    • DOI

      10.1371/journal.pone.0095789

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] How intergenerational interaction affects attitude-behavior inconsistency2014

    • Author(s)
      Takuya Sekiguchi and Mayuko Nakamaru
    • Journal Title

      Journal of theoretical biology

      Volume: 346 Pages: 54-66

    • DOI

      10.1016/j.jtbi.2013.12.022

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ecological conditions favoring budding in colonial organisms under environmental disturbance2014

    • Author(s)
      Mayuko Nakamaru, Takenori Takada, Akiko Ohtsuki, Sayaki, U. Suzuki, Kanan Miura, Kazuki Tsuji
    • Journal Title

      PLoS ONE

      Volume: 9 Issue: 3 Pages: e91210-e91210

    • DOI

      10.1371/journal.pone.0091210

    • NAID

      120005427751

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The effect of ostracism and optional participation on the evolution of cooperation in the voluntary public goods game.2014

    • Author(s)
      Nakamaru, M. and Yokoyama, A.
    • Journal Title

      PLoS ONE

      Volume: 9 Issue: 9 Pages: e108423-e108423

    • DOI

      10.1371/journal.pone.0108423

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ヒトと動物の「集団意思決定」をつなぐ2013

    • Author(s)
      豊川航; 亀田達也
    • Journal Title

      動物心理学研究

      Volume: 63 Pages: 107-122

    • NAID

      130003384152

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] 環境撹乱下において非拡散戦略が有利になる条件とは?2016

    • Author(s)
      中丸麻由子
    • Organizer
      ゲーム理論ワークショップ2016
    • Place of Presentation
      東京大学経済学研究科学術交流棟(東京都・文京区)
    • Year and Date
      2016-03-06
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 罰し方が協力の進化に与える影響について2015

    • Author(s)
      中丸麻由子
    • Organizer
      第21回交通流と自己駆動粒子系のシンポジウム(主催:交通流数理研究会)
    • Place of Presentation
      名古屋大学野依記念学術交流館(愛知県・名古屋市)
    • Year and Date
      2015-12-10
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 二者の相互作用場面における苦痛に対する感受性の収束過程2015

    • Author(s)
      村田藍子・亀田達也
    • Organizer
      日本行動人間進化学会 第8回大会
    • Place of Presentation
      総合研究大学院大学(神奈川県・葉山市)
    • Year and Date
      2015-12-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] 記憶の進化と累積的文化2015

    • Author(s)
      中丸麻由子
    • Organizer
      日本人間行動進化学会第8回大会
    • Place of Presentation
      総合研究大学院大学(神奈川県・葉山市)
    • Year and Date
      2015-12-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] How do the young and old generations of our society cooperate? An economic experimental approach providing evidence for the overlapping generation mechanism2015

    • Author(s)
      Fukadai, M. & Inukai, K
    • Organizer
      第8回日本人間行動進化学会
    • Place of Presentation
      総合研究大学院大学(神奈川県・葉山市)
    • Year and Date
      2015-12-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] How do the young and old generations of our society cooperate? An economic experimental approach providing evidence for the overlapping generation mechanism2015

    • Author(s)
      Fukadai, M. & Inukai, K
    • Organizer
      第19回実験社会科学カンファレンス
    • Place of Presentation
      東京大学(東京都・文京区)
    • Year and Date
      2015-11-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] 向社会行動は、内集団の枠をどう超えるか: 認知処理過程の検討2015

    • Author(s)
      齋藤美松, 上島淳史, 谷田林士, 亀田達也
    • Organizer
      日本社会心理学会第56回大会
    • Place of Presentation
      東京女子大学(東京都・杉並区)
    • Year and Date
      2015-10-31
    • Related Report
      2015 Annual Research Report
  • [Presentation] 相互作用場面における苦痛の情動伝染2015

    • Author(s)
      村田藍子・西田洋司・大家慧・亀田達也
    • Organizer
      日本認知科学会 第32回大会
    • Place of Presentation
      千葉大学(千葉県・千葉市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] Neural correlates of inference of opponent's belief about self in competitive game2015

    • Author(s)
      小川昭利, 平山いずみ, 亀田達也
    • Organizer
      日本認知科学会第32回大会
    • Place of Presentation
      千葉大学(千葉県・千葉市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] Interval effect on the time preference elicited by the convex time budget method2015

    • Author(s)
      Kurokawa, H., Inukai, K., & Ohtake, F.
    • Organizer
      コンファレンス「行動経済学・行動ファイナンスのフロンティア」
    • Place of Presentation
      大阪大学中之島センター(大阪府・大阪市)
    • Year and Date
      2015-09-12
    • Related Report
      2015 Annual Research Report
  • [Presentation] Missing Hero Dilemmaにおける輪番制―繰り返しゲームの協力均衡の分析―2015

    • Author(s)
      吉良洋輔・小池心平・中丸麻由子
    • Organizer
      第60回数理社会学会大会
    • Place of Presentation
      大阪経済大学(大阪府・大阪市)
    • Year and Date
      2015-08-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Interval effect on the time preference elicited by the convex time budget method2015

    • Author(s)
      Kurokawa, H., Inukai, K., & Ohtake, F.
    • Organizer
      ESA World Meetings
    • Place of Presentation
      University of Technology、シドニー(オーストラリア)
    • Year and Date
      2015-06-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Neural correlates of strategic counteraction against the opponent’s mind-reading in competitive game2015

    • Author(s)
      Akitoshi Ogawa, Ryoichi Yokoyama, Izumi Hirayama, Tatsuya Kameda
    • Organizer
      The 21st Annual Meeting of the Organization for Human Brain Mapping
    • Place of Presentation
      Hawaii Convention Center、ハワイ(アメリカ合衆国)
    • Year and Date
      2015-06-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Interval effect on the time preference elicited by the convex time budget method2015

    • Author(s)
      Kurokawa, H., Inukai, K., & Ohtake, F.
    • Organizer
      日本経済学会2015年度春季大会
    • Place of Presentation
      新潟大学(新潟県・新潟市)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Annual Research Report
  • [Presentation] Interval Effect on Time Preference Elicited by the Convex Time Budget Method2015

    • Author(s)
      黒川博文・犬飼佳吾・大竹文雄
    • Organizer
      第1回関西大学実験経済学ワークショップ
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2015-03-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] 「返済しない借り手を考慮したマイクロクレジットの進化シミュレーション」2015

    • Author(s)
      大出祐輝・中丸麻由子
    • Organizer
      第59回数理社会学会大会
    • Place of Presentation
      久留米大学(福岡県久留米市)
    • Year and Date
      2015-03-14 – 2015-03-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分配の正義と不確実性下の意思決定の共通基盤2014

    • Author(s)
      齋藤美松・小川昭利・小谷侑輝・亀田達也
    • Organizer
      第18回実験社会科学カンファレンス
    • Place of Presentation
      岐阜聖徳学園大学(岐阜県岐阜市)
    • Year and Date
      2014-12-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 社会的競合場面において相手の心の推測が行動選択に与える影響に着目して2014

    • Author(s)
      平山いずみ・小川昭利・亀田達也
    • Organizer
      第18回実験社会科学カンファレンス
    • Place of Presentation
      岐阜聖徳学園大学(岐阜県岐阜市)
    • Year and Date
      2014-12-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 「経済的講集団の進化シミュレーションと被験者実験 - All for Oneの相互扶助-」2014

    • Author(s)
      小池心平・中丸麻由子・大高時尚・島尾堯・大和毅彦・下村研一
    • Organizer
      第18回実験社会科学カンファレンス
    • Place of Presentation
      岐阜聖徳学園大学岐阜キャンパス3号館(岐阜県岐阜市)
    • Year and Date
      2014-12-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 「感情の変化が時間選好に及ぼす影響」2014

    • Author(s)
      黒川博文・犬飼佳吾・大竹文雄
    • Organizer
      行動経済学会第8回大会
    • Place of Presentation
      慶應義塾大学(東京都港区)
    • Year and Date
      2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] 相互作用場面における情動伝染—自律神経反応の同期現象からの検討2014

    • Author(s)
      村田藍子・西田洋司・大家慧・亀田達也
    • Organizer
      日本人間行動進化学会第7回大会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2014-11-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分配の正義と不確実性下の意思決定の共通基盤2014

    • Author(s)
      齋藤美松・小川昭利・小谷侑輝・亀田達也
    • Organizer
      日本人間行動進化学会第7回大会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2014-11-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 集合知の成立条件:集団意思決定における独立性と協調のパラドクス2014

    • Author(s)
      金恵璘・豊川航・亀田達也
    • Organizer
      日本人間行動進化学会第7回大会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2014-11-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 痛みの社会性2014

    • Author(s)
      亀田達也
    • Organizer
      平成26年度生理学研究所研究会「感覚刺激・薬物による快・不快情動生成機構とその破綻」
    • Place of Presentation
      生理学研究所(愛知県岡崎市)
    • Year and Date
      2014-10-07 – 2014-10-08
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Rawls in our minds: Exploring cognitive foundations of distributive justice2014

    • Author(s)
      Tatsuya Kameda
    • Organizer
      "International Workshop “Environmental Economics and Trade”
    • Place of Presentation
      Kyungpook National University(Korea)
    • Year and Date
      2014-09-27
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 自他間の苦痛の共有過程ー自律神経反応の同期現象からの検討2014

    • Author(s)
      村田藍子
    • Organizer
      日本心理学会第78回大会
    • Place of Presentation
      同志社大学(京都市上京区)
    • Year and Date
      2014-09-12
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] The effect of market exchange on the devision of labour2014

    • Author(s)
      犬飼佳吾
    • Organizer
      第23回RISS綜合研究会「第1回CEE and RISS Seminar Series on Experimental Economics」
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2014-08-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] On human sociality2014

    • Author(s)
      Tatsuya Kameda
    • Organizer
      Heidelberg summer school on neuroeconomics
    • Place of Presentation
      University of Heidelberg(Germany)
    • Year and Date
      2014-08-08 – 2014-08-14
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] “The effect of exclusion and participation on the evolution of cooperation”2014

    • Author(s)
      Nakamaru, Mayuko
    • Organizer
      The joint annual meeting of the Japanese Society for mathematical biology and the society for mathematical biology
    • Place of Presentation
      Osaka International Convention Center(大阪府大阪市)
    • Year and Date
      2014-07-28 – 2014-08-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] “Strict or graduated punishment? Effect of punishment strictness on the evolution of cooperation”2014

    • Author(s)
      Nakamaru, Mayuko
    • Organizer
      The joint annual meeting of the Japanese Society for mathematical biology and the society for mathematical biology
    • Place of Presentation
      Osaka International Convention Center(大阪府大阪市)
    • Year and Date
      2014-07-28 – 2014-08-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] Exploring cognitive foundations of distributive justice:Rawls in our minds2014

    • Author(s)
      Tatsuya Kameda
    • Organizer
      Making of Humanities: Biological Roots of Mathematics and Cooperation
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2014-07-28
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 自他間での情動共有過程の検討:生理反応の同期化2014

    • Author(s)
      大家慧・村田藍子・ 亀田達也
    • Organizer
      日本社会心理学会第55回大会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2014-07-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] “The effect of exclusion and participation on the evolution of cooperation”2014

    • Author(s)
      Nakamaru, Mayuko
    • Organizer
      ILEK project mini-workshop:
 Potential of Agent-based Modeling in Understanding Complex Social Ecological Systems
    • Place of Presentation
      Seminar Room #3&4, Research Institute for Humanity and Nature(京都府京都市)
    • Year and Date
      2014-07-24
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Efficiency, Equity and Inequality aversion: The Experimental Study of the Distributional Preferences2014

    • Author(s)
      犬飼佳吾
    • Organizer
      第3回Kyoto Summer Workshop on Applied Economics
    • Place of Presentation
      京都大学(京都府京都市)
    • Year and Date
      2014-07-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Less-is-more in a 5-star rating system: an experimental study of human combined decisions in a multi-armed bandit problem2014

    • Author(s)
      Wataru Toyokawa, Kim Hye-rin and Tatsuya Kameda
    • Organizer
      Collective Intelligence 2014
    • Place of Presentation
      MIT(USA)
    • Year and Date
      2014-06-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 「記憶と累積的文化-個体群動態モデルと進化モデル-」2014

    • Author(s)
      中丸麻由子
    • Organizer
      『交替劇』第9回研究大会
    • Place of Presentation
      東京大学大学院理学系研究科小柴ホール(東京都文京区)
    • Year and Date
      2014-05-10 – 2014-05-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] Can we share pain with other people? Physiological synchronization during face-to-face interaction2014

    • Author(s)
      Aiko Murata , Kei Ohie, Satomi Higuchi, Tatsuya Kameda
    • Organizer
      The Annual Conference of European Human Behaviour and Evolution Association
    • Place of Presentation
      At-Bristol (Bristol, UK)
    • Year and Date
      2014-04-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] ヒトにおける多数派同調と群衆行動2013

    • Author(s)
      豊川航; 亀田達也
    • Organizer
      日本動物行動学会第32回大会
    • Place of Presentation
      広島大学(広島市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] インターネット上の頻度依存的同調行動とHerding現象2013

    • Author(s)
      豊川航; 亀田達也
    • Organizer
      日本人間行動進化学会第6回大会
    • Place of Presentation
      広島修道大学(広島市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 集団の知恵の成立条件を探る:独立性と協調のパラドクス2013

    • Author(s)
      金ヘリン; 豊川航; 亀田達也
    • Organizer
      日本社会心理学会第54回大会
    • Place of Presentation
      沖縄国際大学(宜野湾市)
    • Related Report
      2013 Annual Research Report
  • [Book] Herd behavior: Its psychological and neural underpinnings, In S. Grundmann, F. Moeslein & K. Riesenhuber (Eds.), Contract governance2015

    • Author(s)
      Kameda, T., Inukai, K., Wisdom, T., & Toyokawa, W.
    • Total Pages
      11
    • Publisher
      Oxford University Press
    • Related Report
      2014 Annual Research Report
  • [Book] 『心理学叢書 無縁社会のゆくえ―人々の絆はなぜなくなるの?』(日本心理学会(監修)、高木修・竹村和久(編者))、「第9章 無縁化をもたらす非協力行動の制度的構造」2015

    • Author(s)
      中丸麻由子・小池心平
    • Total Pages
      188
    • Publisher
      誠信書房
    • Related Report
      2014 Annual Research Report
  • [Book] 「社会の決まり」はどのように決まるか2015

    • Author(s)
      亀田達也
    • Total Pages
      197
    • Publisher
      勁草書房
    • Related Report
      2014 Annual Research Report
  • [Book] 社会のなかの共存2014

    • Author(s)
      山岸俊男・亀田達也
    • Total Pages
      248
    • Publisher
      岩波書店
    • Related Report
      2014 Annual Research Report
  • [Remarks] 「集団の知恵」のアルゴリズムを探る

    • URL

      http://www.tatsuyakameda.com/project/project1.html

    • Related Report
      2015 Annual Research Report

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Published: 2013-05-15   Modified: 2022-01-28  

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