Shopping destination choice model and analysis in holiday considering each individual's stationary travel behavior pattern

定常的交通行動に着目した個人表現に基づく休日の買い物目的地選択モデルと来訪要因分析

In travel behavior analysis, socioeconomic attributes have been conventionally used to express the heterogeneity among individuals. In this study, we quantify behavioral patterns by using global positioning system (GPS) data and make a tour-based travel pattern data. Then, we show that the travel pattern data is more useful to express the heterogeneity than socioeconomic attributes. In addition, we estimate the holiday-shopping destination model and analyze the travel behavior pattern for visiting the city center.従来，交通行動の分析・予測において，個人間の異質性は，社会経済属性を用いて表現されてきた．一方で，近年長期間の交通行動の観測が可能となったことで，行動履歴データを用いた分析・活用に関して研究が進んでいる．本研究では，行動履歴より行動パターンの数値化手法を提案し，数値化された行動履歴と社会経済属性を用いた行動モデルをそれぞれ構築した．この分析により，数値化された行動パターンが社会経済属性よりも詳細に個人間異質性を考慮することができる変数となることを示した．加えて，数値化された行動パターンを用いた分析により意思決定を規定する嗜好の異なるクラスを明らかにし，嗜好の異なるクラスと行動パターンとの関係性を示した．

• Record URL:
  https://doi.org/10.11361/journalcpij.53.1327
• Record URL:
  http://scholar.google.com/scholar_lookup?title=Shopping%20destination%20choice%20model%20and%20analysis%20in%20holiday%20considering%20each%20individual's%20stationary%20travel%20behavior%20pattern&author=Y.%20Sueki&author=Y.%20Hara&author=K.%20Sasaki&author=A.%20Sawada&author=T.%20Udou&publication_year=2018
• Availability:
  • Find a library where document is available. Order URL: http://worldcat.org/issn/09160647
• Authors:
  • Sueki, Yuta
  • Hara, Yusuke
  • Sasaki, Kuniaki
  • Sawada, Akane
  • Udou, Tomoya
• Publication Date: 2018

Language

• English
• Japanese

Media Info

• Media Type: Web
• Features: References;
• Pagination: pp 1327-1334
• Serial:
  • Journal of the City Planning Institute of Japan
  • Volume: 53
  • Issue Number: 3
  • Publisher: City Planning Institute of Japan
  • ISSN: 0916-0647
  • EISSN: 2185-0593
  • Serial URL: https://www.jstage.jst.go.jp/browse/journalcpij/-char/en

Subject/Index Terms

• TRT Terms: Central business districts; Choice models; Global Positioning System; Shopping; Socioeconomic factors; Travel behavior; Travel patterns
• Uncontrolled Terms: Heterogeneity (Choices)
• Subject Areas: Economics; Passenger Transportation; Planning and Forecasting;

Filing Info

• Accession Number: 01684885
• Record Type: Publication
• Source Agency: Japan Science and Technology Agency (JST)
• Files: TRIS, JSTAGE
• Created Date: Oct 31 2018 5:22PM