Data Mining Method for Smart Card Data Using Household Travel Survey: A Pilot Study of Public Transportation in Suwon, South Korea Hasselt University
The aim of this study is to propose a new data mining method in order to conduct the data fusion 8 between household travel survey and smart card data. This study proposed the step-wise filtering 9 method, which categorizes a population group based on the activity patterns at first, then estimates the 10 temporal attributes of each activity from the household survey data. The estimated values are applied 11 for assigning trip purpose of the ...