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Development of Spatio-Temporal Mobility Data Analytics and Data Platform for Urban and Regional Studies

Research Project

Project/Area Number 23300337
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Geography
Research InstitutionThe University of Tokyo

Principal Investigator

RYOSUKE Shibasaki  東京大学, 空間情報科学研究センター, 教授 (70206126)

Co-Investigator(Kenkyū-buntansha) MURAYAMA Yuji  筑波大学, 生命環境研究系, 教授 (30182140)
YANO Keiji  立命館大学, 文学部, 教授 (30210305)
OSAWA Yutaka  埼玉大学, 理工学研究科, 教授 (50152111)
SEKIMOTO Yoshihide  東京大学, 生産技術研究所, 准教授 (60356087)
IMAI Osamu  東京大学, 空間情報科学研究センター, 客員研究員 (80401305)
Project Period (FY) 2011-11-18 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥8,840,000 (Direct Cost: ¥6,800,000、Indirect Cost: ¥2,040,000)
Fiscal Year 2013: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywords地理情報システム / 時空間分析 / モビリティ / 都市・地域分析 / 人々 / ビッグデータ / 移動情報 / 時空間解析 / GIS / 分析ツール
Research Abstract

Systematic analytics for spatio-temporal mobility data representing people movements and activities can contribute to solve a wide range of urban and regional issues such as disaster response, transportation issues, and regional protection. Especially, in recent years, it has become possible to acquire large amount of practical data related to people mobility. Therefore, in this research, in order to utilize spatio-temporal data to some social issues with taking careful of personal privacy, we developed a mobility data handling platform and some analyzing methodologies, and conducted some case studies.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (45 results)

All 2014 2013 2012 2011 Other

All Journal Article (14 results) (of which Peer Reviewed: 3 results) Presentation (28 results) Book (2 results) Remarks (1 results)

  • [Journal Article] Collection method for spatio-temporal micro-scale personal movement data2014

    • Author(s)
      Greger, K. and Murayama, Y
    • Journal Title

      Annual Report on the Multi Use Social and Economic Data Bank

      Volume: Vol.91 Pages: 63-83

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] City profile : Baguio2013

    • Author(s)
      Estoque, R.C. and Murayama, Y
    • Journal Title

      Cities

      Volume: Vol.30 Pages: 240-251

    • Related Report
      2013 Final Research Report
  • [Journal Article] Large-Scale Auto-GPS Analysis for Discerning Behavior Change during Crisis2013

    • Author(s)
      Horanont, T. Witayangkurn, A. Sekimoto, Y. and Shibasaki, R
    • Journal Title

      IEEE Intelligent Systems

      Volume: Vol.28, No.4 Pages: 26-34

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] The Design of Large Scale Data Management for Spatial Analysis on Mobile Dataset2013

    • Author(s)
      Witayangkurn, A., Horanont, T. and Shibasaki, R
    • Journal Title

      Asian Journal of Geoinformatics

      Volume: Vol.13, No.3 Pages: 17-24

    • Related Report
      2013 Final Research Report
  • [Journal Article] Intelligent System for Human Behavior Analysis and Reasoning Following Large-scale Disasters2013

    • Author(s)
      Song, X., Zhang, Q., Sekimoto, Y., Horanont, T., Ueyama, S. and Shibasaki, R
    • Journal Title

      IEEE Intelligent Systems

      Volume: Vol.28, No.4 Pages: 35-42

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Incremental Single-source Multi-target A* Algorithm for LBS Based on Road Network Distance2013

    • Author(s)
      Htoo, H., Ohsawa, Y., Sonehara, N., and Sakauchi, M
    • Journal Title

      IEICE Trans. Inf. & Cyst

      Volume: Vol.E96-D, No.5 Pages: 1043-1052

    • NAID

      10031193956

    • Related Report
      2013 Final Research Report
  • [Journal Article] The Design of Large Scale Data Management for Spatial Analysis on Mobile Dataset2013

    • Author(s)
      Witayangkurn, A., Horanont, T. and Shibasaki, R.
    • Journal Title

      Asian Journal of Geoinformatics

      Volume: Vol.13,No.3 Pages: 17-24

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Incremental Single-source Multi-target A* Algorithm for LBS Based on Road Network Distance2013

    • Author(s)
      Htoo, H., Ohsawa, Y., Sonehara, N., and Sakauchi, M.
    • Journal Title

      IEICE Trans. Inf. & Cyst.

      Volume: Vol.E96-D, No.5 Pages: 1043-1052

    • NAID

      10031193956

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Combination of spatio-temporal correction methods using traffic survey data for reconstruction of people flow2012

    • Author(s)
      Sekimoto, Y., Watanabe, A., Nakamura, T., Kanasugi, H., and Usui, T
    • Journal Title

      Pervasive and Mobile Computing

      Volume: Vol.9, No.5 Pages: 629-642

    • Related Report
      2013 Final Research Report
  • [Journal Article] 道路網上での旅行計画の為のインクリメンタル検索方式2012

    • Author(s)
      大沢裕, トウトウ, 曽根原登, 坂内正夫
    • Journal Title

      日本データベース学会論文誌

      Volume: Vol.11, No.2 Pages: 1-6

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Journal Article] Combination of spatio-temporal correction methods using traffic survey data for reconstruction of people flow2012

    • Author(s)
      Sekimoto, Y., Watanabe, A., Nakamura, T., Kanasugi, H., and Usui, T.
    • Journal Title

      Pervasive and Mobile Computing

      Volume: Vol.9, No.2 Pages: 629-642

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pflow : Reconstructing people flow recycling large-scale social survey data2011

    • Author(s)
      Sekimoto, Y., Shibasaki, R., Kanasugi, H., Usui, T., and Shimazaki, Y
    • Journal Title

      IEEE Pervasive Computing

      Volume: Vol.10, No.4 Pages: 27-35

    • Related Report
      2013 Final Research Report
  • [Journal Article] 携帯電話を活用した人々の流動解析技術の潮流2011

    • Author(s)
      関本義秀, Horanont, T., 柴崎亮介
    • Journal Title

      情報処理

      Volume: Vol.52, No.12 Pages: 1522-1530

    • NAID

      110008677190

    • Related Report
      2013 Final Research Report
  • [Journal Article] 都市空間における効率的な動線解析の共通基盤のあり方について2011

    • Author(s)
      関本義秀, 薄井智貴, 金杉洋, 増田祐介
    • Journal Title

      土木学会論文集 F3(土木情報学)

      Volume: Vol.67, No.2 Pages: 170-180

    • NAID

      130004962194

    • Related Report
      2013 Final Research Report
  • [Presentation] 道路網距離に基づく移動体の連続検索2014

    • Author(s)
      山口 崇, 大沢裕
    • Organizer
      2014年電子情報通信学会総合大会
    • Related Report
      2013 Final Research Report
  • [Presentation] 通学路の不安箇所のマッピングとその空間的特徴-つくば市 N 小学校の事例-2014

    • Author(s)
      王尾和寿, 村山祐司, 温井達也, 相澤道代
    • Organizer
      日本地理学会春季学術大会
    • Related Report
      2013 Final Research Report
  • [Presentation] 道路網距離に基づく移動体の連続検索2014

    • Author(s)
      山口 崇,大沢裕
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 通学路の不安箇所のマッピングとその空間的特徴-つくば市N小学校の事例-2014

    • Author(s)
      王尾和寿, 村山祐司, 温井達也, 相澤道代
    • Organizer
      日本地理学会春季学術大会
    • Place of Presentation
      国士舘大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Modeling and probabilistic reasoning of population evacuation during large-scale disaster2013

    • Author(s)
      Song, X., Zhang, Q., Sekimoto, Y., Horanont, T., Ueyama, S., and Shibasaki, R
    • Organizer
      Proceedings of the 19th ACM SIGKDD
    • Related Report
      2013 Final Research Report
  • [Presentation] Anomalous Event Detection on Large-scale GPS Data from Mobile Phones using Hidden Markov Model and Cloud Platform2013

    • Author(s)
      Witayangkurn, A., Horanont, T., Sekimoto, Y., and Shibasaki, R
    • Organizer
      3rd PURBA Workshop, ACM ubicomp Sensing Congress(PURBA2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] 参加型 GIS における GIS の活用と心理的側面に関する考察2013

    • Author(s)
      今井修
    • Organizer
      地理情報システム学会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] Demonstration of Mobile Auto-GPS for Large Scale Human Mobility Analysis2013

    • Author(s)
      Horanont, T., Witayangkurn, A. and Shibasaki, R
    • Organizer
      European Geosciences Union General Assembly 2013
    • Related Report
      2013 Final Research Report
  • [Presentation] 道路網距離に基づく連続旅行計画2013

    • Author(s)
      Aye Su Yee Win, 大沢裕
    • Organizer
      FIT2013
    • Place of Presentation
      (D-020)
    • Related Report
      2013 Final Research Report
  • [Presentation] Modeling and probabilistic reasoning of population evacuation during large-scale disaster2013

    • Author(s)
      Song, X., Zhang, Q., Sekimoto, Y., Horanont, T., Ueyama, S., and Shibasaki, R.
    • Organizer
      the 19th ACM SIGKDD
    • Place of Presentation
      CHICAGO. USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Anomalous Event Detection on Large-scale GPS Data from Mobile Phones using Hidden Markov Model and Cloud Platform.2013

    • Author(s)
      Witayangkurn, A., Horanont, T., Sekimoto, Y., and Shibasaki, R.
    • Organizer
      3rd PURBA Workshop, ACM ubicomp Sensing Congress (PURBA2013)
    • Place of Presentation
      Switzerland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Demonstration of Mobile Auto-GPS for Large Scale Human Mobility Analysis2013

    • Author(s)
      Horanont, T., Witayangkurn, A. and Shibasaki, R.
    • Organizer
      European Geosciences Union General Assembly 2013
    • Place of Presentation
      Austria
    • Related Report
      2013 Annual Research Report
  • [Presentation] Trip Pattern Analysis Using Long-Term GPS Data2012

    • Author(s)
      Ono, N., Sekimoto, Y., Nakamura, T., Horanont, T., and Shibasaki, R
    • Organizer
      Workshop for Progress in Movement Analysis - Experiences with Real Data
    • Related Report
      2013 Final Research Report
  • [Presentation] 住宅地図データを用いた人々の時刻別空間位置の精細化2012

    • Author(s)
      秋山祐樹, 金杉洋, 関本義秀, 柴崎亮介
    • Organizer
      第32回交通工学研究発表会
    • Place of Presentation
      (pp.317-323)
    • Related Report
      2013 Final Research Report
  • [Presentation] Fast Algorithm for Simple Trip Planning Query2012

    • Author(s)
      Htoo, H. and Ohsawa, Y
    • Organizer
      2012電子情報通信学会総合大会
    • Place of Presentation
      (D-4-4)
    • Related Report
      2013 Final Research Report
  • [Presentation] ANN Query Method Based on Road Network Distance2012

    • Author(s)
      Aung Si Thu, Htoo Htoo, Yutaka Ohsawa
    • Organizer
      2012年電子情報通信学会総合大会
    • Place of Presentation
      (D-4-5)
    • Related Report
      2013 Final Research Report
  • [Presentation] 気づきマップによる持続的参加型 GIS 活動2012

    • Author(s)
      今井修
    • Organizer
      地理情報システム学会講演論文集
    • Place of Presentation
      (vol21)
    • Related Report
      2013 Final Research Report
  • [Presentation] 旅行計画における IER の利用とその検証の高速化2012

    • Author(s)
      日色史晃, Htoo Htoo, 大沢裕
    • Organizer
      第11回情報科学技術フォーラム(FIT2012)
    • Place of Presentation
      (D-027)
    • Related Report
      2013 Final Research Report
  • [Presentation] 住宅地図データを用いた人々の時刻別空間位置の精細化2012

    • Author(s)
      秋山祐樹, 金杉洋, 関本義秀, 柴崎亮介
    • Organizer
      第32回交通工学研究発表会
    • Place of Presentation
      東洋大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 気づきマップによる持続的参加型GIS活動2012

    • Author(s)
      今井修
    • Organizer
      地理情報システム学会講年次発表大会委
    • Place of Presentation
      広島修道大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 旅行計画におけるIERの利用とその検証の高速化2012

    • Author(s)
      日色史晃, Htoo Htoo, 大沢裕
    • Organizer
      第11回情報科学技術フォーラム(FIT2012)
    • Place of Presentation
      法政大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Trip Pattern Analysis Using Long-Term GPS Data2012

    • Author(s)
      Ono, N., Sekimoto, Y., Nakamura, T., Horanont, T., and Shibasaki, R.
    • Organizer
      Workshop for Progress in Movement Analysis – Experiences with Real Data
    • Place of Presentation
      Switzerland
    • Related Report
      2012 Annual Research Report
  • [Presentation] 大規模移動データの可視化システム2012

    • Author(s)
      上山智士, 秋山祐樹, 柴崎亮介
    • Organizer
      第21回地理情報システム学会研究発表大会
    • Place of Presentation
      広島修道大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Estimating Dynamic Urban Population Through Assimilated Mobile Phone Data2011

    • Author(s)
      Horanont, T. and Shibasaki, R
    • Organizer
      Second conference on the Analysis of Mobile Phone Datasets and Networks (NetMob2011)
    • Related Report
      2013 Final Research Report
  • [Presentation] Nowcast of Urban Population Distribution using Mobile Phone Call Detail Records and Person Trip Data2011

    • Author(s)
      Horanont, T. and Shibasaki, R
    • Organizer
      Computers in Urban Planning and Urban Management
    • Related Report
      2013 Final Research Report
  • [Presentation] パーティクルフィルタを用いた都市圏レベルの人の流れの推定手法の構築2011

    • Author(s)
      中村敏和, 関本義秀, 薄井智貴, 柴崎亮
    • Organizer
      第43回土木計画学研究発表会
    • Related Report
      2013 Final Research Report
  • [Presentation] 曽根原登, 道路網上における C-OSR 探索法2011

    • Author(s)
      西潟耕治, Htoo Htoo, 大沢裕
    • Organizer
      第20回地理情報システム学会学術研究発表大会
    • Place of Presentation
      (D-5-2)
    • Related Report
      2013 Final Research Report
  • [Presentation] 経路履歴を用いた車両実時間モニタリング2011

    • Author(s)
      茂木恭兵, Aye Thida Hlaing, 大沢裕, 曽根原登
    • Organizer
      第20回地理情報システム学会学術研究発表大会
    • Place of Presentation
      (F-5-1)
    • Related Report
      2013 Final Research Report
  • [Book] 地域分析-データ入手・解析・評価-2013

    • Author(s)
      村山祐司, 駒木伸比古
    • Publisher
      古今書院
    • Related Report
      2013 Final Research Report
  • [Book] 地域分析-データ入手・解析・評価-2013

    • Author(s)
      村山祐司, 駒木伸比古
    • Total Pages
      180
    • Publisher
      古今書院,
    • Related Report
      2013 Annual Research Report
  • [Remarks] 人の流動データの公開サイト

    • URL

      http://pflow.csis.u-tokyo.ac.jp/index-j.html

    • Related Report
      2013 Final Research Report

URL: 

Published: 2013-05-15   Modified: 2019-07-29  

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