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National scale analysis on population distribution and movement using mobile phone data

Research Project

Project/Area Number 26249074
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionThe University of Tokyo

Principal Investigator

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

Co-Investigator(Kenkyū-buntansha) 瀬崎 薫  東京大学, 空間情報科学研究センター, 教授 (10216541)
関本 義秀  東京大学, 生産技術研究所, 准教授 (60356087)
渡辺 知保  東京大学, 医学(系)研究科(研究院), 教授 (70220902)
Co-Investigator(Renkei-kenkyūsha) Kanasugi Hiroshi  東京大学, 地球観測データ統融合連携研究機構, 特任研究員 (00526907)
Arai Ayumi  東京大学, 空間情報科学研究センター, 特任研究員 (10788574)
Apichon Witayangkurn  東京大学, 空間情報科学研究センター, 特任助教 (90726407)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥41,470,000 (Direct Cost: ¥31,900,000、Indirect Cost: ¥9,570,000)
Fiscal Year 2016: ¥11,960,000 (Direct Cost: ¥9,200,000、Indirect Cost: ¥2,760,000)
Fiscal Year 2015: ¥12,740,000 (Direct Cost: ¥9,800,000、Indirect Cost: ¥2,940,000)
Fiscal Year 2014: ¥16,770,000 (Direct Cost: ¥12,900,000、Indirect Cost: ¥3,870,000)
Keywords携帯電話データ / データ解析 / 人口分布 / 人流 / バングラデシュ / 災害対応 / 携帯電話 / 位置情報解析 / 国土計画 / CDRデータ / 属性推定 / 人口統計 / 途上国 / 人口動態 / 移動解析 / 不健康問題
Outline of Final Research Achievements

Population distribution and its movement is a key information for better informed decision-making in disaster risk management, transportation planning and environmental conservation. Using mobile phone systems, we could estimate the distribution and movement of population. The estimation with mobile phone data will have a significant impact to and make contributions to society.
This study, keeping global scale applications in mind, develops a series of methodologies of estimating the distribution and movement of population at national scale using mobile phone data or CDR (Call Detail Record) data. The methodologies include a spatio-temporal interpolation method of CDR data, a method of estimating demographic attributes to create Dynamic Census data. The methodologies are implemented as a system that could be easily transplanted. Finally the system are applied to mobile phone data of Bangladesh (27 million subscribers). Population distribution and movement were successfully estimated.

Report

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

    (18 results)

All 2016 2015 2014 Other

All Int'l Joint Research (4 results) Journal Article (4 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 4 results) Presentation (10 results) (of which Int'l Joint Research: 10 results)

  • [Int'l Joint Research] BUET(Bangladesh)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] LIRNE Asia(Sri Lanka)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] BUET(Bangladesh)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] LIRNE Asia(Sri Lanka)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Comparative perspective of human behavior patterns to uncover ownership bias among mobile phone users.2016

    • Author(s)
      Arai, Ayumi, Zipei Fan, Dunstan Matekenya, and Ryosuke Shibasaki.
    • Journal Title

      ISPRS International Journal of Geo-Information 5

      Volume: 5 Issue: 6 Pages: 85-85

    • DOI

      10.3390/ijgi5060085

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Identification of Village Building via Google Earth Images and Supervised Machine Learning Methods2016

    • Author(s)
      Guo, Z., Shao, X., Xu, Y., Miyazaki, H., Ohira, W., Shibasaki, R
    • Journal Title

      Remote Sensing

      Volume: 8 Pages: 271-285

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Reviews of Geospatial Information Technology and Collaborative Data Delivery for Disaster Risk Management2015

    • Author(s)
      Miyazaki, H., Nagai, M., Shibasaki, R.
    • Journal Title

      ISPRS International Journal of Geo-Information

      Volume: 4 Pages: 1936-1964

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Understanding Tourist Behavior Using Large-scale Mobile Sensing Approach: A Case Study Of Mobile Phone Users In Japan2014

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

      Pervasive and Mobile Computing

      Volume: 1 Pages: 1-22

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] CityCoupling: bridging intercity human mobility2016

    • Author(s)
      Zipei Fan, Xuan Song, Ryosuke Shibasaki, Tao Li, and Hodaka Kaneda
    • Organizer
      Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '16)
    • Place of Presentation
      Heidelberg, Germany
    • Year and Date
      2016-09-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records2016

    • Author(s)
      Z. Fan, A. Arai, X. Song, A. Witayangkurn, H. Kanasugi, R. Shibasaki
    • Organizer
      Proc. of 25th International Joint Conference on Artificial Intelligence (IJCAI)
    • Place of Presentation
      New York, USA
    • Year and Date
      2016-07-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Transportation Melting Pot Dhaka: Road-link Based Traffic Volume Estimation from Sparse CDR Data2015

    • Author(s)
      Hasegawa, Y., Sekimoto, Y., Kashiyama, T., Kanasugi, Y.
    • Organizer
      Urb-IoT 2014,2015/10/28
    • Place of Presentation
      Boston USA
    • Year and Date
      2015-10-28
    • Related Report
      2014 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reconstruction of People Flow in Areas of Incomplete Data Availability2015

    • Author(s)
      Xu, Y., Shibasaki, R., Shao, X.
    • Organizer
      IEEE 18th International Conference on Intelligent Transportation Systems
    • Place of Presentation
      Canary Islands, Spain
    • Year and Date
      2015-09-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Real-time Passenger Location Estimation Using CDRs and Train Objects Generated from Crowdsourced Timetables2015

    • Author(s)
      Kanno, T., Kanasugi, H., Sekimoto, Y., Shibasaki, R.
    • Organizer
      Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers,
    • Place of Presentation
      グランフロント大阪(大阪府,大阪市)
    • Year and Date
      2015-09-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CityMomentum: an Online Approach for Crowd Behavior Prediction at a Citywide Level2015

    • Author(s)
      Fan, Z., Song, X., Shibasaki, R., Adachi. R.
    • Organizer
      Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing
    • Place of Presentation
      グランフロント大阪(大阪府,大阪市)
    • Year and Date
      2015-09-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Understanding User Attributes from Calling Behavior: Exploring Call Detail Records through Field Observations and Potential of Estimating User Attributes of Anonymized Call Records2015

    • Author(s)
      Arai, A., Witayangkurn, Kanasugi, H., A., Horanont, T., Shao, X., Shibasaki, R.
    • Organizer
      NetMob 2015
    • Place of Presentation
      Boston USA
    • Year and Date
      2015-04-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimate of Human Demographic Attributes Using Person Flow Dataset2014

    • Author(s)
      Nishimura, T., Akiyama, Y., Kanasugi, Y., Horanont, T., Shibasaki, R., Sekimoto, Y.
    • Organizer
      The International Symposium on City Planning 2014,2014/11/07
    • Place of Presentation
      Hanoi Vietnam
    • Year and Date
      2014-11-07
    • Related Report
      2014 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Prediction of human emergency behavior and their mobility following large-scale disaster2014

    • Author(s)
      Song, X., Zhang, Q., Sekimoto, Y., Shibasaki, R.
    • Organizer
      Proc. of 20th SIGKDD Conference on Knowledge Discovery and Data Mining(KDD 2014),p5-14,2014/08/27
    • Place of Presentation
      New york USA
    • Year and Date
      2014-08-27
    • Related Report
      2014 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intelligent System for Urban Emergency Management During Large-scale Disaster2014

    • Author(s)
      Song, X., Zhang, Q., Sekimoto, Y., Shibasaki, R.
    • Organizer
      AAAI Conference on Artificial Intelligence(AAAI)2014
    • Place of Presentation
      Atlantic City USA
    • Year and Date
      2014-06-30
    • Related Report
      2014 Annual Research Report
    • Int'l Joint Research

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

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