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Study on Synthesizing Agents' Attributes from Statistics for Social Simulations

Research Project

Project/Area Number 26380277
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Economic statistics
Research InstitutionKansai University

Principal Investigator

Murata Tadahiko  関西大学, 総合情報学部, 教授 (30296082)

Co-Investigator(Kenkyū-buntansha) 鵜飼 康東  関西大学, ソシオネットワーク戦略研究機構, 非常勤研究員 (70098101)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords社会シミュレーション / 市民属性合成手法 / 統計 / シミュレーティッドアニーリング / 並列計算 / エージェント属性復元 / 統計データ / 誤差最小化 / 全国規模
Outline of Final Research Achievements

In this research project, we propose a platform for real-scale agent-based social simulations by synthesizing attributes of each citizens in a virtual space. If it is easy to utilize citizens' attributes kept in local governments, it is also easy to develop such a platform for social simulations. However, the utilization of citizens' attributes is not easy to keep their privacy. Therefore we proposed a method to synthesize citizens' attributes using statistics that are released by governments.

Report

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

    (43 results)

All 2017 2016 2015 2014

All Journal Article (22 results) (of which Int'l Joint Research: 2 results,  Open Access: 11 results,  Acknowledgement Compliant: 18 results,  Peer Reviewed: 11 results) Presentation (21 results) (of which Int'l Joint Research: 10 results,  Invited: 4 results)

  • [Journal Article] 基盤地図情報による合成した世帯構成への位置情報の付加2017

    • Author(s)
      原田拓也,村田忠彦
    • Journal Title

      計測自動制御学会第12回社会システム部会研究会資料

      Volume: - Pages: 1-6

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 市民属性の合成手法における年齢交換による誤差最小化2017

    • Author(s)
      枡井大貴,村田忠彦,原田拓也
    • Journal Title

      計測自動制御学会第12回社会システム部会研究会資料

      Volume: - Pages: 31-39

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 家族類型と世帯内の役割を考慮したSA法による日本全体の世帯の合成2017

    • Author(s)
      原田拓也,村田忠彦
    • Journal Title

      計測自動制御学会第12回社会システム部会研究会資料

      Volume: - Pages: 113-118

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Reproducible Large-Scale Social Simulations on Various Computing Environment2017

    • Author(s)
      Takuya Harada, Tadahiko Murata
    • Journal Title

      Proc. of IFSA-SCIS 2017

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 統計データからの市民属性復元のための進化計算とSAによる2段階最適化2017

    • Author(s)
      枡井大貴,村田忠彦
    • Journal Title

      システム制御情報学会論文誌

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Agent-Based Simulationを用いた 消費税増税の所得階層への影響についての分析2016

    • Author(s)
      杉浦翔,村田忠彦
    • Journal Title

      計測自動制御学会第10回社会システム部会研究会資料

      Volume: - Pages: 21-28

    • Related Report
      2016 Annual Research Report
    • Open Access
  • [Journal Article] 並列計算を用いたSA法による大規模世帯の復元2016

    • Author(s)
      原田拓弥,村田忠彦
    • Journal Title

      計測自動制御学会第10回社会システム部会研究会資料

      Volume: - Pages: 49-54

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 公的年金制度における都道府県別の所得代替率と世帯タイプの関係に関する研究2016

    • Author(s)
      杜逆索,村田忠彦
    • Journal Title

      計測自動制御学会第10回社会システム部会研究会資料

      Volume: - Pages: 65-72

    • Related Report
      2016 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 大学入学希望者学力評価テストの複数回実施による合格者決定方法2016

    • Author(s)
      濱口祐実,村田忠彦
    • Journal Title

      計測自動制御学会第10回社会システム部会研究会資料

      Volume: - Pages: 99-102

    • Related Report
      2016 Annual Research Report
    • Open Access
  • [Journal Article] 公的年金制度における47都道府県の所得代替率に関する考察2016

    • Author(s)
      杜逆索,村田忠彦
    • Journal Title

      システム制御情報学会論文誌

      Volume: 29 Issue: 9 Pages: 422-431

    • DOI

      10.5687/iscie.29.422

    • NAID

      130005250519

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Income Replacement Rate by Region and Household Type in Japanese Pension System Using Microsimulation2016

    • Author(s)
      Nisuo Du, Tadahiko Murata
    • Journal Title

      Proc. of 11th Conference of the European social simulation association

      Volume: - Pages: 1-12

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Modified SA-based Household Reconstruction from Statistics for Agent-Based Social Simulations2016

    • Author(s)
      Tadahiko Murata, Takuya Harada, Daiki Masui
    • Journal Title

      Proc. of IEEE International Conference on System, Man & Cybernetics: SMC 2016

      Volume: - Pages: 3600-3605

    • DOI

      10.1109/smc.2016.7844792

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Awareness in Brain, Society, and Beyond2015

    • Author(s)
      Goutam Chakraborty, Robert Raynolds, Tadahiko Murata and Qiangfu Zhao
    • Journal Title

      IEEE SMC Magazine

      Volume: Vol. 1, No. 3 Issue: 3 Pages: 8-16

    • DOI

      10.1109/msmc.2015.2470197

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Agent Heterogeneity and Facility Congestion2015

    • Author(s)
      Taiyo Maeda, Shigeru Matsumoto, Tadahiko Murata
    • Journal Title

      Computational Economics

      Volume: Vol. 46, Issue 2 Issue: 2 Pages: 189-203

    • DOI

      10.1007/s10614-014-9451-x

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] A generic niching framework for variable mesh optimization2015

    • Author(s)
      Ricardo Navarro, Tadahiko Murata, Rafael Facon, Kim Chyon Hae
    • Journal Title

      Proc. of 2015 IEEE International Conference on Evolutionary Computation 2015

      Volume: 1 Pages: 1994-2001

    • DOI

      10.1109/cec.2015.7257130

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Designing simulated annealing and evolutionary algorithms for estimating attributes of residents from statistics2015

    • Author(s)
      Tadahiko Murata, Daiki Masui
    • Journal Title

      Proc. of 2015 IEEE International Conference on Evolutionary Computation

      Volume: 1 Pages: 2476-2481

    • DOI

      10.1109/cec.2015.7257192

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Comparing income replacement rate by prefecture in Japanese pension system2015

    • Author(s)
      Nisuo Du, Tadahiko Murata
    • Journal Title

      Proc. of 11th Conference of the European social simulation association

      Volume: 1

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A two-fold simulated annealing to reconstruct household composition from statistics2015

    • Author(s)
      Daiki Masui, Tadahiko Murata
    • Journal Title

      Proc. of 2015 IEEE International Conference on System, Man & Cybernetics

      Volume: 1 Pages: 1133-1138

    • DOI

      10.1109/smc.2015.203

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] エージェント属性復元におけるSimulated Annealingを用いた世帯構成の最適化2015

    • Author(s)
      枡井大貴,村田忠彦
    • Journal Title

      計測自動制御学会第8回社会システム部会研究会論文集

      Volume: 1 Pages: 1-6

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Estimating Agent’ Attributes Using Simulated Annealing from Statistics to Realize Social Awareness2014

    • Author(s)
      Tadahiko Murata, Daiki Masui
    • Journal Title

      Proc. of IEEE International Conference on System, Man & Cybernetics: SMC 2014

      Volume: 1 Pages: 717-722

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 統計データとの誤差最小化のためのSAによるエージェント属性復元2014

    • Author(s)
      枡井大貴,村田忠彦
    • Journal Title

      計測自動制御学会第7回社会システム部会研究会論文集

      Volume: 7 Pages: 47-52

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 統計データを用いたエージェント属性生成における誤差最小化のための進化計算手法2014

    • Author(s)
      枡井大貴,村田忠彦
    • Journal Title

      進化計算学会進化計算シンポジウム2014講演論文集

      Volume: 1 Pages: 1-8

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] Nation Wide Pension Simulation by Household and Prefecture2016

    • Author(s)
      Nisuo Du, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis: SC 16
    • Place of Presentation
      Salt Lake City, USA
    • Year and Date
      2016-11-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Accelerating Reproducible Social Simulations by GPGPU2016

    • Author(s)
      Takuya Harada, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis: SC 16
    • Place of Presentation
      Salt Lake City, USA
    • Year and Date
      2016-11-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Households Generation for Agent-Based Social Simulations2016

    • Author(s)
      Daiki Masui, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis: SC 16
    • Place of Presentation
      Salt Lake City, USA
    • Year and Date
      2016-11-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Awareness Computing Using Large-Scale Social Simulation - Challenges and Perspectives -2016

    • Author(s)
      Tadahiko Murata
    • Organizer
      ICMLC & ICWAPR 2016
    • Place of Presentation
      Maison Glad Jeju, Jeju Island, South Korea
    • Year and Date
      2016-07-12
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 大規模社会シミュレーションの課題と展望2016

    • Author(s)
      村田忠彦
    • Organizer
      第10回計測自動制御学会社会システム部会研究会
    • Place of Presentation
      沖縄県石垣市
    • Year and Date
      2016-03-16
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Evolutionary Fuzzy Systems - History and Recent Developments2015

    • Author(s)
      Tadahiko Murata
    • Organizer
      The Fifth International Conference on Fuzzy and Neural Computing (FANCCO 2015)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2015-12-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Income Replacement By Prefecture In Japanese Pension System2015

    • Author(s)
      Du Nisuo, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis
    • Place of Presentation
      Austin Convention Center, USA
    • Year and Date
      2015-11-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Reproducible Simulation Model Using CPU and GPU2015

    • Author(s)
      Takuya Harada, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis
    • Place of Presentation
      Austin Convention Center, USA
    • Year and Date
      2015-11-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Comparing Households in Artificial Population for Veryfying Accuracy of Reconstruction Method2015

    • Author(s)
      Daiki Masui, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis
    • Place of Presentation
      Austin Convention Center, USA
    • Year and Date
      2015-11-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Agent Simulation for Analyzing An Income Gap under A Consumption Tax Increase2015

    • Author(s)
      Syo Sugiura, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis
    • Place of Presentation
      Austin Convention Center, USA
    • Year and Date
      2015-11-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Influence on Candidates by Reforming Entrance Examinations for Universities in Japan2015

    • Author(s)
      Yumi Hamaguchi, Tadahiko Murata
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis
    • Place of Presentation
      Austin Convention Center, USA
    • Year and Date
      2015-11-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Social Simulation Using/Creating Big Data2015

    • Author(s)
      Tadahiko Murata
    • Organizer
      2015 International Workshop on Complex Systems and Their Modeling, Control, Scheduling, and Security Management
    • Place of Presentation
      Macau University of Science and Technology, Macau, China
    • Year and Date
      2015-10-13
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 消費税増税による経済成長及び所得分布への影響の ABM を用いた分析2015

    • Author(s)
      杉浦翔,村田忠彦
    • Organizer
      計測自動制御学会第9回社会システム部会研究会
    • Place of Presentation
      富士通研究所(神奈川県)
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
  • [Presentation] Agent-Based Simulation を用いた入試制度改革による合格者の変化2015

    • Author(s)
      濱口祐実,村田忠彦
    • Organizer
      計測自動制御学会第9回社会システム部会研究会
    • Place of Presentation
      富士通研究所(神奈川県)
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 異種計算機環境における再現性のあるシミュレーションモデルの提案2015

    • Author(s)
      原田拓弥,村田忠彦
    • Organizer
      計測自動制御学会第9回社会システム部会研究会
    • Place of Presentation
      富士通研究所(神奈川県)
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 統計データからの人口データ復元における世帯の比較手法の提案と復元精度の検証2015

    • Author(s)
      枡井大貴,村田忠彦
    • Organizer
      計測自動制御学会第9回社会システム部会研究会
    • Place of Presentation
      富士通研究所(神奈川県)
    • Year and Date
      2015-08-27
    • Related Report
      2015 Research-status Report
  • [Presentation] エージェント属性復元におけるSimulated Annealingを用いた世帯構成の最適化2015

    • Author(s)
      枡井大貴,村田忠彦
    • Organizer
      計測自動制御学会第8回社会システム部会研究会論文集
    • Place of Presentation
      ホテルアトメールエメラルド宮古島,宮古島市,沖縄県
    • Year and Date
      2015-03-13 – 2015-03-15
    • Related Report
      2014 Research-status Report
  • [Presentation] 統計データを用いたエージェント属性生成における誤差最小化のための進化計算手法2014

    • Author(s)
      枡井大貴,村田忠彦
    • Organizer
      進化計算学会進化計算シンポジウム2014
    • Place of Presentation
      安芸グランドホテル,廿日市市,広島県
    • Year and Date
      2014-12-20 – 2014-12-21
    • Related Report
      2014 Research-status Report
  • [Presentation] Reconstruct of Agents’ Attributes by Simulated Annealing for Minimizing Errors from Statistics2014

    • Author(s)
      Tadahiko Murata, Daiki Masui
    • Organizer
      IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2014-11-17 – 2014-11-20
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimating Agent’ Attributes Using Simulated Annealing from Statistics to Realize Social Awareness2014

    • Author(s)
      Tadahiko Murata, Daiki Masui
    • Organizer
      IEEE International Conference on System, Man & Cybernetics
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2014-10-05 – 2014-10-08
    • Related Report
      2014 Research-status Report
  • [Presentation] 統計データとの誤差最小化のためのSAによるエージェント属性復元2014

    • Author(s)
      枡井大貴,村田忠彦
    • Organizer
      計測自動制御学会第7回社会システム部会研究会
    • Place of Presentation
      小樽商科大学,北海道
    • Year and Date
      2014-09-08 – 2014-09-09
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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