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Study on Synthesizing Agents Considering Location Information for Social Simulations

Research Project

Project/Area Number 17K03669
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)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords合成人口 / リアルスケール社会シミュレーション / 位置情報 / データベース / 人口統計 / 人口合成 / 基本単位区 / 基盤地図情報 / 町丁目単位 / 社会シミュレーション / エージェント合成 / GIS
Outline of Final Research Achievements

In this research project, we have achieved synthesizing whole populations of Japan and mapping them onto buildings in the map. Besides this project, we have applied Research Proposal-based Usage of Computing Resources in Osaka University, and Joint Usage of Joint Usage/Research Center for Interdisciplinary Large-scale Information Infrastructures to distribute synthesized populations to researchers who try to employ the synthesized populations in their simulation or data analysis.
Currently each citizen in the synthesized population has age, sex, working status and income as its attribute. By increasing attributes such as educational background, occupation, or means of transportation, we can extend the applicability of the synthesized population to various research fields.

Academic Significance and Societal Importance of the Research Achievements

本研究課題により公開されている合成人口を活用することにより,実社会を対象にしたシミュレーションを実現することが可能となる.個人情報保護の意識が高い日本社会において,研究者が,統計的に同等の特徴をもつ合成人口を対象にして,提案するシステムの有用性を検証することにより,行政などのふさわしい機関が,有事また将来構想において,それらのシステムを実データに適用することにより,活用することも可能である.本研究課題の成果は,実社会のデータが一部のプラットフォーム企業に独占されている現状で,学術機関が客観的かつ公平に関与できるプラットフォームを構築するために,学術的にも,社会的にも重要な意義をもつといえる.

Report

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

    (33 results)

All 2020 2019 2018 2017 Other

All Journal Article (15 results) (of which Peer Reviewed: 14 results,  Open Access: 6 results) Presentation (15 results) (of which Int'l Joint Research: 7 results,  Invited: 3 results) Book (2 results) Remarks (1 results)

  • [Journal Article] 仮想都市の統計情報を用いて合成した合成人口の評価2020

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

      計測自動制御学会第22回社会システム部会研究会資料

      Volume: 22

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synthetic and Distribution Method of Japanese Synthesized Population for Real-Scale Social Simulations2019

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

      Proc. of the 33rd Annual Conference of the Japanese Society for Artificial Intelligence 2019 (Niigata, Japan, June 4-7, 2019)

      Volume: 33

    • NAID

      130007658671

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Distribution of Synthetic Populations of Japan for Social Scientists and Social Simulation Researchers2019

    • Author(s)
      Tadahiko Murata, Takuya Harada, Manabu Ichikawa, Yusuke Goto, Lee Hao, Susumu Date, Masaharu Munetomo, Akiyoshi Sugiki
    • Journal Title

      Proc. of International Conference on Machine Learning and Cybrernetics: ICMLC 2019 (Kobe, Japan, July 7-10, 2019)

      Volume: 2019

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 日本の全人口合成データ配布システム2019

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

      第35回ファジィ システムシンポジウム論文集(大阪,8月29-31日,2019)

      Volume: 35

    • Related Report
      2019 Annual Research Report
  • [Journal Article] (2019年度計測自動制御学会システム・情報部門学術講演会優秀発表賞受賞)出生コーホートによる出生数を考慮した人口個票の合成2019

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

      計測自動制御学会システム・情報部門学術講演会論文集(千葉大学, 11月23-25日,2019年)

      Volume: SSI

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reconstructing Prefecture-level Large-scale Household Composition Using Parallel Computing2018

    • Author(s)
      HARADA Takuya、MURATA Tadahiko
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 54 Issue: 4 Pages: 421-429

    • DOI

      10.9746/sicetr.54.421

    • NAID

      130006712213

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Synthesizing Large-scale Household Composition Considering Family Type and Role in Household2018

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

      Transactions of the Society of Instrument and Control Engineers

      Volume: 54 Issue: 9 Pages: 705-717

    • DOI

      10.9746/sicetr.54.705

    • NAID

      130007485455

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Synthetic Method for Population of A Prefecture Using Statistics of Local Governments2018

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

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

      Volume: 1 Pages: 1175-1180

    • DOI

      10.1109/smc.2018.00207

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] 社会シミュレーションのための異種並列計算環境における再現性の確保2018

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

      システム制御情報学会論文誌

      Volume: 31, 2 Pages: 37-48

    • NAID

      130006734471

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Projecting Households of Synthetic Population on Buildings Using Fundamental Geospatial Data2017

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

      SICE Journal of Control, Measurement, and System Integration

      Volume: 10, 6 Issue: 6 Pages: 505-512

    • DOI

      10.9746/jcmsi.10.505

    • Related Report
      2019 Annual Research Report 2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Comparing Transition Procedures in Modified Simulated-Annealing-Based Synthetic Reconstruction Method Without Samples2017

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

      SICE Journal of Control, Measurement, and System Integration

      Volume: 10, 6 Issue: 6 Pages: 513-519

    • DOI

      10.9746/jcmsi.10.513

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Two-Fold Optimization by Evolutionary Computation and Simulated Annealing for Reconstructing Citizens' Attributes from Statistics2017

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

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 30 Issue: 6 Pages: 216-227

    • DOI

      10.5687/iscie.30.216

    • NAID

      130006078705

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Reproducible Large-Scale Social Simulations on Various Computing Environment2017

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

      Proc. of the 17th World Congress of International Fuzzy Systems Association and the 9th International conference on Soft Computing and Intelligent Systems

      Volume: 2017

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Parallel Computing for Reconstructing Large-Scale Household Composition from Statistics for Agent-Based Social Simulations2017

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

      Proc. of the 17th World Congress of International Fuzzy Systems Association and the 9th International conference on Soft Computing and Intelligent Systems

      Volume: 2017

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Nation-Wide Synthetic Reconstruction Method2017

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

      Proc. of 2017 IEEE Symposium Series on Computational Intelligence

      Volume: 2017 Pages: 596-601

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] 仮想都市の統計情報を用いて合成した合成人口の評価2020

    • Author(s)
      原田拓弥,高橋真吾,村田忠彦
    • Organizer
      計測自動制御学会第22回社会システム部会研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Synthetic and Distribution Method of Japanese Synthesized Population for Real-Scale Social Simulations2019

    • Author(s)
      Tadahiko Murata, Takuya Harada
    • Organizer
      33rd Annual Conference of the Japanese Society for Artificial Intelligence 2019 (Niigata, Japan, June 4-7, 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Distribution of Synthetic Populations of Japan for Social Scientists and Social Simulation Researchers2019

    • Author(s)
      Tadahiko Murata, Takuya Harada, Manabu Ichikawa, Yusuke Goto, Lee Hao, Susumu Date, Masaharu Munetomo, Akiyoshi Sugiki
    • Organizer
      International Conference on Machine Learning and Cybrernetics: ICMLC 2019 (Kobe, Japan, July 7-10, 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 日本の全人口合成データ配布システム2019

    • Author(s)
      村田忠彦,原田拓弥
    • Organizer
      第35回ファジィ システムシンポジウム(大阪,8月29-31日,2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 出生コーホートによる出生数を考慮した人口個票の合成2019

    • Author(s)
      原田拓弥,村田忠彦
    • Organizer
      計測自動制御学会システム・情報部門学術講演会(千葉大学, 11月23-25日,2019年)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Toward the realization of real-scale social simulations2019

    • Author(s)
      Tadahiko Murata
    • Organizer
      University College Dublin Ph. D Seminar,
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] リアルスケール社会シミュレーションの実現に向けて2019

    • Author(s)
      村田忠彦
    • Organizer
      Cyber HPC Symposium 2019
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Toward the realization of real-scale social simulations2019

    • Author(s)
      Tadahiko Murata
    • Organizer
      International Conference on Communication and Cyber Physical Engineering
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Reproducible Large-Scale Social Simulations on Various Computing Environment2017

    • Author(s)
      Takuya Harada, Tadahiko Murata
    • Organizer
      17th World Congress of International Fuzzy Systems Association and the 9th International conference on Soft Computing and Intelligent Systems
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Parallel Computing for Reconstructing Large-Scale Household Composition from Statistics for Agent-Based Social Simulations2017

    • Author(s)
      Takuya Harada, Tadahiko Murata
    • Organizer
      17th World Congress of International Fuzzy Systems Association and the 9th International conference on Soft Computing and Intelligent Systems
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Projecting Synthetic Households on Buildings Using Fundamental Geospatial Data2017

    • Author(s)
      Takuya Harada, Tadahiko Murata
    • Organizer
      Social Simulation Conference 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Nation-Wide Synthetic Reconstruction Method2017

    • Author(s)
      Tadahiko Murata, Takuya Harada
    • Organizer
      2017 IEEE Symposium Series on Computational Intelligence
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] SA法による仮想個票の住居への建築の時期属性の付加手法の検討2017

    • Author(s)
      原田拓弥,村田忠彦
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Related Report
      2017 Research-status Report
  • [Presentation] 市区町村の統計表を考慮した都道府県単位の仮想個票の合成2017

    • Author(s)
      原田拓弥,村田忠彦
    • Organizer
      計測自動制御学会第15回社会システム部会研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] リアルスケール社会シミュレーションのための日本全国・複数年度の仮想個票の合成2017

    • Author(s)
      原田拓弥,杉浦翔,村田忠彦
    • Organizer
      計測自動制御学会第15回社会システム部会研究会
    • Related Report
      2017 Research-status Report
  • [Book] リアルスケール人工社会で展開するデータサイエンスとシミュレーションの世界2020

    • Author(s)
      村田忠彦
    • Total Pages
      5
    • Publisher
      北海道大学情報基盤センター大型計算機システムニュース(iiC-HPC)
    • Related Report
      2019 Annual Research Report
  • [Book] リアルスケール社会シミュレーション(ビデオ)2019

    • Author(s)
      村田忠彦,原田拓弥
    • Publisher
      大阪大学サイバーメディアセンター
    • Related Report
      2019 Annual Research Report
  • [Remarks] 合成人口データ提供

    • URL

      http://www.res.kutc.kansai-u.ac.jp/~murata/rsss-distribution/

    • Related Report
      2019 Annual Research Report 2018 Research-status Report

URL: 

Published: 2017-04-28   Modified: 2021-02-19  

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