Systemization of reconstruction method for secure and open people flow depending on types of CDRs data
| Project/Area Number |
16H03119
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Social systems engineering/Safety system
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| Research Institution | The University of Tokyo |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
金杉 洋 東京大学, 空間情報科学研究センター, 特任研究員 (00526907)
瀬戸 寿一 東京大学, 空間情報科学研究センター, 特任講師 (80454502)
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| Project Period (FY) |
2016-04-01 – 2019-03-31
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| Project Status |
Completed (Fiscal Year 2018)
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| Budget Amount *help |
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2018: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Fiscal Year 2017: ¥7,150,000 (Direct Cost: ¥5,500,000、Indirect Cost: ¥1,650,000)
Fiscal Year 2016: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
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| Keywords | 人流データ / パーソントリップデータ / オープンデータ / 強化学習 / 人流 / GPSデータ / 携帯通信データ / 精度検証 / 社会システム / 人の流動 / 携帯電話 / 位置情報 / 地理情報システム（GIS） / 交通工学・国土計画 / 情報通信工学 |
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| Outline of Final Research Achievements |
Understanding people flow at a citywide level is critical for urban planning and commercial development. However, high cost and severe privacy policy constraints still complicate utilization of these data in practice. There is no dataset that
anyone can freely access, use, modify, and share for any purpose. To tackle this problem, we propose a novel dataset creation approach (called Open PFLOW) that continuously reports the spatiotemporal positions of all individual’s in urban areas based on open data. With fully consideration of the privacy protection, each entity in our dataset does not match the actual movement of any real person, so that the dataset can be totally open to public as part of data infrastructure. We evaluate the accuracy of the dataset by comparing it with commercial datasets and traffic census indicates that it has a high correlation with mesh population and link-based traffic volume.
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| Academic Significance and Societal Importance of the Research Achievements |
近年、携帯電話等を活用した人々の流動に関する高精度なデータがあるものの、これらは高価なものであり、広く使うのは一般的に難しかった。しかし、Open PFLOWデータセットにより、無償で色々な人が使えることによって、広く人の流動データを使ってもらうことが可能である。
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Report
(4 results)
Research Products
(11 results)
