Taxi demand hotspots and customers’ travel destinations prediction using data mining approaches

• Main Author: Tan, Cheun Pin.
• Other Authors: Ng Wee Keong
• Format: Final Year Project
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information systems applications
• Online Access: http://hdl.handle.net/10356/48804
• Institution: Nanyang Technological University

It has been estimated that over 23 thousand licensed taxis in Singapore are not occupied around 50 percent of driving time on average [4, 6]. Knowing taxi demand hotspots and customers’ travel destinations at a given time and location helps taxi drivers in daily planning and scheduling, as well as t...