Multi-view metro station clustering based on passenger flows: A functional data-edged network community detection approach

• Main Authors: ZHANG, Chen, ZHENG, Baihua, TSUNG, Fugee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Functional data-edged network; Multi-view network community detection; Nonnegative functional factorization; Passenger flow pattern extraction; Station clustering; Smart card data; Databases and Information Systems; Numerical Analysis and Scientific Computing; Transportation
• Online Access: https://ink.library.smu.edu.sg/sis_research/7925
• Institution: Singapore Management University

This paper aims at metro station clustering based on passenger flow data. Compared with existing clustering methods that only use boarding or alighting data of each station separately, we focus on higher granularity origin-destination (O-D) path flow data, and provide more flexible and insightful cl...