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A Practical Study of Friendship Generation Process by Social Network Analysis and Simulation

Research Project

Project/Area Number 26730154
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionNagoya Institute of Technology

Principal Investigator

Mutoh Atsuko  名古屋工業大学, 工学(系)研究科(研究院), 准教授 (90378240)

Research Collaborator Inuzuka Nobuhiro  
Moriyama Koichi  
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords社会ネットワーク分析 / シミュレーション / グループ編成 / 友人関係ネットワーク / 友人関係生成 / グループワーク / 協同学習 / 行動分析 / 友人生成 / コミュニティ分割 / クラスタ性 / モジュラリティ
Outline of Final Research Achievements

We analyzed social networks estimated by attendance data of lectures in university. Based on results of analysis, we constructed a simulation model for friendship generation. We confirmed that our model can roughly simulate actual friendship relation. Furthermore, we proposed grouping methods for friendship generation and applied to actual group works. As a result, we confirmed that our proposed methods cause friendship generation and enhance the cooperative learning effect.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (28 results)

All 2018 2017 2016 2015 2014

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 7 results,  Acknowledgement Compliant: 3 results) Presentation (20 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results)

  • [Journal Article] Understanding Organisms Using Agent-Based Simulation2017

    • Author(s)
      武藤 敦子
    • Journal Title

      SYSTEMS, CONTROL AND INFORMATION

      Volume: 61 Issue: 7 Pages: 271-276

    • DOI

      10.11509/isciesci.61.7_271

    • NAID

      130006309069

    • ISSN
      0916-1600, 2424-1806
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A model of friendship networks based on social network analysis2016

    • Author(s)
      Atsuko Mutoh, Yuta Imura, Ryumaru Kato, Tohgoroh Matsui, Nobuhiro Inuzuka
    • Journal Title

      Journal of Artificial Life and Robotics

      Volume: 21 Issue: 2 Pages: 165-170

    • DOI

      10.1007/s10015-016-0275-8

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Proposal for Group Composing Methods Using Social Network Analysis and Effects of Cooperative Learning2016

    • Author(s)
      武藤敦子, 荒谷康太, 加藤竜丸, 坂田美和, 犬塚信博
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 136 Issue: 12 Pages: 1677-1682

    • DOI

      10.1541/ieejeiss.136.1677

    • NAID

      130005171482

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ネットワーク構造を導入したコミュニティ活動モデル2016

    • Author(s)
      甲村啓伍,武藤敦子,松井藤五郎,森山甲一,犬塚信博
    • Journal Title

      情報処理学会論文誌数理モデル化と応用

      Volume: 9 Pages: 1-9

    • NAID

      170000148289

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Model to Form Friendship Networks Based on Social Network Analysis2015

    • Author(s)
      41.Atsuko Mutoh, Ryumaru Kato, Tohgoroh Matsui and Nobuhiro Inuzuka
    • Journal Title

      The 20th International Symposium on ARTIFICIAL LIFE AND ROBOTICS

      Volume: 20 Pages: 960-963

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Evolution of Frequency-Dependent Sexual Selection Using Agent-Based Model2014

    • Author(s)
      Atsuko Mutoh, Shohei Kato and Nobuhiro Inuzuka
    • Journal Title

      Artificial Life 14

      Volume: 14 Pages: 10-15

    • DOI

      10.7551/978-0-262-32621-6-ch002

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] The Effect of the Network Structure Differences on the Diffusion of Items2014

    • Author(s)
      Shota Onoda, Shohei Kato and Atsuko Mutoh
    • Journal Title

      Artificial Life 14

      Volume: 14 Pages: 809-814

    • DOI

      10.7551/978-0-262-32621-6-ch130

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application of Inductive Logic Programming to Produce Emergent Behavior in an Artificial Society2014

    • Author(s)
      Keigo Komura, Atsuko Mutoh and Nobuhiro Inuzuka
    • Journal Title

      Advanced Applied Informatics (IIAIAAI)

      Volume: 3 Pages: 942-947

    • DOI

      10.1109/iiai-aai.2014.185

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 学生の位置情報を用いた行動類似度時間帯による分析2018

    • Author(s)
      遠藤健玄
    • Organizer
      平成29年度電子情報通信学会 東海支部 卒業研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 所属による影響を考慮した友人関係ネットワーク生成モデル2018

    • Author(s)
      泉優多
    • Organizer
      平成29年度電子情報通信学会 東海支部 卒業研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 友人ネットワークの構造属性と出退席打刻属性による形式概念分析2018

    • Author(s)
      夏目稔
    • Organizer
      平成29年度電子情報通信学会 東海支部 卒業研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 91.人の繋がりに着目したコミュニティ活動の活性化への関わり度合いの分析2017

    • Author(s)
      賀川祐耶,武藤敦子,松井藤五郎,森山甲一,犬塚信博
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 93.自己主張と他者受容を考慮したコミュニケーションによる学級集団形成モデル2017

    • Author(s)
      大久保達樹,加藤昇平,武藤敦子
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 者との関係に基づくコミュニティ活動リーダー決定モデル2017

    • Author(s)
      賀川祐耶,武藤敦子,松井藤五郎,森山甲一,犬塚信博
    • Organizer
      数理モデル化と問題解決(MPS)研究会
    • Place of Presentation
      岩手県繋温泉
    • Year and Date
      2017-02-27
    • Related Report
      2016 Research-status Report
  • [Presentation] モジュラリティを用いた友人関係の強さを考慮したグループ編成法の提案2017

    • Author(s)
      西脇 友亮, 武藤 敦子, 森山 甲一, 犬塚 信博
    • Organizer
      第15回情報学ワークショップ(WiNF2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] ネットワークの構造的制限を導入した友人関係形成モデルの提案2017

    • Author(s)
      菱田祥吾,武藤敦子,森山甲一,犬塚信博,松井藤五郎
    • Organizer
      情報処理学会第79回全国大会
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
  • [Presentation] 自己主張と他者受容を考慮したコミュニケーションによる学級集団形成モデル2017

    • Author(s)
      大久保達樹,加藤昇平,武藤敦子
    • Organizer
      情報処理学会第79回全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Effects of Grouping on Friendships and Group Composition Methods Using Social Network Analysis2016

    • Author(s)
      Atsuko Mutoh, Kouta Aratani, Miwa Sakata and Nobuhiro Inuzuka
    • Organizer
      2016 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2016)
    • Place of Presentation
      台北
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] グループ活動による友人関係の形成とネットワーク構造の変化2016

    • Author(s)
      荒谷康太, 武藤敦子, 森山甲一, 犬塚信博
    • Organizer
      第107回数理モデル化と問題解決(MPS)研究会
    • Place of Presentation
      日本
    • Year and Date
      2016-03-08
    • Related Report
      2015 Research-status Report
  • [Presentation] コミュニティのネットワークモデルを用いたコミュニティ活動活性化に関する分析2016

    • Author(s)
      賀川祐耶, 武藤 敦子, 松井藤五郎, 森山 甲一, 犬塚信博
    • Organizer
      第14回情報学ワークショップ(WiNF2016)
    • Place of Presentation
      愛知県立大学
    • Related Report
      2016 Research-status Report
  • [Presentation] The Effect of Assertiveness and Empathy on Heider's Balance Theory for the Group Network Model2015

    • Author(s)
      Tatsuki Okubo, Shohei Kato and Atsuko Mutoh
    • Organizer
      IIEEE 4th Global Conference on Consumer Electronics (GCCE 2015)
    • Place of Presentation
      日本
    • Year and Date
      2015-10-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Effect of Assertiveness and Empathy on Heider's Balance Theory for Friendship Network Models2015

    • Author(s)
      Tatsuki Okubo, Shohei Kato and Atsuko Mutoh
    • Organizer
      International Joint Agents Workshop and Symposium (IJAWS2015)
    • Place of Presentation
      日本
    • Year and Date
      2015-09-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 出欠データを用いた班分け手法による友人関係促進への試み2015

    • Author(s)
      武藤敦子
    • Organizer
      平成27年度電気・電子・情報関係学会東海支部連合大会シンポジウム
    • Place of Presentation
      日本
    • Year and Date
      2015-09-28
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Transition of Local Structures of Friendship Networks2015

    • Author(s)
      Tatsuki Ito, Sadaharu Sugata, Atsuko Mutoh and Nobuhiro Inuzuka
    • Organizer
      4th IIAI International Congress on Advanced Applied Informatics
    • Place of Presentation
      日本
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 集団ネットワーク形成モデルにおけるエージェントの自己主張力と共感力の導入2015

    • Author(s)
      大久保達樹,加藤昇平,武藤敦子
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 個人に注目した友人ネットワークの分類と属性の相関に関する分析2015

    • Author(s)
      菅田貞治,武藤敦子,犬塚信博
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 実データへの適合を目指した友人関係ネットワークモデルの構築2015

    • Author(s)
      井村祐太,武藤敦子,松井藤五郎,犬塚信博
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大
    • Year and Date
      2015-03-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 個人に注目した社会ネットワークの分析に関する研究2014

    • Author(s)
      菅田貞治,伊東樹希,武藤敦子,犬塚信博
    • Organizer
      研究報告教育学習支援情報システム
    • Place of Presentation
      京都大
    • Year and Date
      2014-05-16 – 2014-05-17
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2019-03-29  

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