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プロジェクト情報(概要) / Project information (abstract)

基本情報 / Basic Information

研究題目
Research Title
Clustering analysis of individual human motions and statistical association of the identified clusters with demographic information
状態
Status
完了
Completed projects
研究番号
Research Number
480
研究代表者
PI
小林哲郎 / フロリダ州立大学 地理学科
Tetsuo Kobayashi / Department of Geography Florida State University
事務担当者
Secretary
小林哲郎 / フロリダ州立大学 地理学科
Tetsuo Kobayashi / Department of Geography Florida State University
受入CSIS教員
CSIS reception staff
貞広 幸雄 / -
Yukio SADAHIRO / -
研究内容
Abstract
The objective of our study is to develop a general mathematical model for accurately analyzing and summarizing the human mobility. We believe that the Japanese traveler dataset available from the University of Tokyo will provide a good test-bed for validating our mathematical model. Given the availability of the dataset including some demographic information of individual travelers and the travelers’ patterns of motion, we plan to perform a certain clustering analysis for identifying a few common patterns in many individual travelers’ motions. We believe that associating the common mobility patterns with the travelers’ demographic information will enable many different aspects of social scientific study on Japanese travelers, e.g. market strategy development for a certain class of travelers, and traffic congestion analysis and urban planning. We will develop a new tree-structured hierarchical clustering method for performing both of the clustering analysis and the association analysis together as a unified procedure. The new method will be validated with the Japanese traveler dataset.
研究期間
Research Period
2013-05-26 - 2014-03-31

研究者 / Researchers

申請中の研究者は表示されません。
Pending researchers are not shown.

クレメント アレハンドロ フロリダ州立大学 工学部
Alejandro Clement Department of Engineering Florida State University
バクチオ フロリダ州立大学 工学部
Chiwoo Park Department of Engineering Florida State University
小林哲郎 フロリダ州立大学 地理学科
Tetsuo Kobayashi Department of Geography Florida State University

利用データセット / Datasets used

申請中のデータセットは表示されません。
Pending datasets are not shown.

2008年東京都市圏 人の流れデータセット
People Flow 2008 Tokyo Metropolitan Area

研究成果 / Publications

研究成果は存在しません。
No Publication.

報告書 / Annual reports

報告書は存在しません。
No annual report.