MetroWatch: A predictive system to estimate travel attributes using smart card data

• Main Authors: BRAHMANAGE JANAKA CHATHURANGA THILAKARATHNA, KANDAPPU, Thivya, ZHENG, Baihua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Smart cards; Estimation; Data engineering; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8030
• Institution: Singapore Management University

In this demonstration, we present a fully data driven solution to retrieve passengers’ actual paths within a metro system that are not captured by an Automated Fare Collection (AFC) system. The majority of public transit systems employ AFC systems with smart cards, which record the exact origin, des...