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Development of Semantic Trajectory Management with Collective Movement Patterns

Research Project

Project/Area Number 15K15995
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Multimedia database
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

KIM Kyoung-Sook  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究チーム長 (20738728)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords移動軌跡データ / データベース / セマンティックコンピューティング / 時空間データ / 地理情報システム / 国際標準化 / セマンティックコンピュー ティング / 時空間データベース / 標準化 / 集合パターン分析 / 可視化
Outline of Final Research Achievements

This research focused on the analysis and management of semantic trajectory of moving objects, especially a collective pattern of movements. In order to discover a useful pattern of the trajectory data of humans, mobile sensors, even social media, we analyzed the morphological features based on the spatio-temporal distribution of data and their topological relationships. In particular, we sucessed in extracting the movement information of topic trends in social media and tried to combine its semantic information with other movement data to construct semantic trajectories. In addition, we developed a prototype system for data management of semantic trajectories, and part of the results of this research was used for proposing international standards for moving object data in international standardization organization OGC.

Report

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

    (13 results)

All 2018 2017 2016 2015 Other

All Journal Article (2 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 2 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (10 results) (of which Int'l Joint Research: 10 results) Remarks (1 results)

  • [Journal Article] Spatial Footprints of Human Perceptual Experience in Geo-Social Media2018

    • Author(s)
      Jun Lee, Hirotaka Ogawa, Yongjin Kwon, Kyoung-Sook Kim
    • Journal Title

      ISPRS Int. J. Geo-Information

      Volume: 7(2) Issue: 2 Pages: 71-71

    • DOI

      10.3390/ijgi7020071

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Discovery of local topics by using latent spatio-temporal relationships in geo-social media2016

    • Author(s)
      Kyoung-Sook Kim, Isao Kojima, Hirotaka Ogawa
    • Journal Title

      International Journal of Geographical Information Science

      Volume: 30 Issue: 9 Pages: 1899-1922

    • DOI

      10.1080/13658816.2016.1146956

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Stinuum: A Holistic Visual Analysis of Moving Objects with Open Source Software.2017

    • Author(s)
      Kyoung-Sook Kim, Dongmin Kim, Hyemi Jeong, Hirotaka Ogawa
    • Organizer
      SIGSPATIAL/GIS 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal KD-Partitioning for the Local Outlier Detection in Geo-Social Points.2017

    • Author(s)
      Teerawat Kumrai, Kyoung-Sook Kim, Mianxiong Dong, Hirotaka Ogawa
    • Organizer
      ISNN 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] MixedWalk: Explore Ahead before Stepping in Mobile Augmented Reality Services.2017

    • Author(s)
      Jun Lee, Kyoung-Sook Kim, Hirotaka Ogawa, Yongjin Kwon
    • Organizer
      AIMS@SERVICES 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Understanding human perceptual experience in unstructured data on the web.2017

    • Author(s)
      Jun Lee, Kyoung-Sook Kim, Yongjin Kwon, Hirotaka Ogawa
    • Organizer
      WI 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Another Perspective View of Cesium for OGC Moving Features2017

    • Author(s)
      Kyoung-Sook Kim, Dongmin Kim, Hyemi Jeong
    • Organizer
      FOSS4G 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Space-Time Visual Analytics of OGC Moving Features with Cesium2017

    • Author(s)
      Kyoung-Sook Kim
    • Organizer
      Asia Data Week 2017 Workshop
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual Insight of Spatiotemporal IoT-generated Contents.2017

    • Author(s)
      Jun Lee, Kyoung-Sook Kim, Ryong Lee, San-Hwan Lee
    • Organizer
      AVI 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] RendezView: Look at Meanings of an Encounter Region over Local Social Flocks2015

    • Author(s)
      Kyoung-Sook Kim, Melissa Bicaz, Isao Kojima, Hirotaka Ogawa
    • Organizer
      6th ACM SIGSPATIAL International Workshop on GeoStreaming
    • Place of Presentation
      Bellevue, WA, USA
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] RALFIE: A Life-logging System for Reducing Potential Radiation Exposures2015

    • Author(s)
      Kyoung-Sook Kim, Isao Kojima, Ryoichi Suzukiy, Wataru Naitoz, Hirotaka Ogawa
    • Organizer
      1st ACM SIGSPATIAL International Workshop on the Use of GIS in Em ergency Management
    • Place of Presentation
      Bellevue, WA, USA
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] External Radiation Exposure Estimation by OGC-based Sensor Information Platform2015

    • Author(s)
      Kyoung-Sook Kim, Isao Kojima, Hirotaka Ogawa
    • Organizer
      FOSS4G (Free and Open Source Software for Geospatial) 2015
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2015-09-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] OGC Moving Features JSON Encoding

    • URL

      https://github.com/opengeospatial/mf-json

    • Related Report
      2016 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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