ANALYSIS OF CARSHARING USERS' BEHAVIOR BY OPERATION MANAGEMENT DATA

• KAWAJIRI Yoko

  名古屋市

• KANAMORI Ryo

  名古屋大学特任　未来社会創造機構

• YAMAMOTO Toshiyuki

  名古屋大学　エコトピア科学研究所

• MORIKAWA Takayuki

  名古屋大学特任　未来社会創造機構

Bibliographic Information

Other Title

• 運営管理データを用いたカーシェアリングの利用実態分析
• ウンエイ カンリ データ オ モチイタ カーシェアリング ノ リヨウ ジッタイ ブンセキ

Abstract

As carsharing services have been expanded by private business operators, this study analyzes carsharing users' behavior in the Nagoya metropolitan area. Using data provided by a carsharing operator, this study reveals the purpose of use by tracking the GPS trajectory and the typical use pattern by cluster analysis. Also considering the regional characteristics, a decision tree model focusing on the discriminant the use purpose was devised. Results show that the use pattern is different between men and women, and that users tend to make a reservation right before use. Furthermore, carsharing is most often used for personal affairs like shopping or leisure.

Journal

• Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

  Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management) 70 (5), I_487-I_500, 2014

  Japan Society of Civil Engineers

Keywords

• carsharing users' behavior
• cluster analysis
• decision tree
• GPS trajectory data

Details

• CRID: 1390001205356454528
• NII Article ID: 130005070352
• DOI: 10.2208/jscejipm.70.i_487
• ISSN: 21856540
• NDL BIB ID: 025990327
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I025990327
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed