Individual Travel Knowledge Graph-Based Public Transport Commuter Identification: A Mixed Data Learning Approach

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Indicators</td><td class="align_center">Profile</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">ATD</td><td class="align_center">The average number of days a passenger traveled by PT per month</td></tr><tr><td class="align_left">ANT</td><td class="align_center">The average number of trips by PT per month</td></tr><tr><td class="align_left">ODCN</td><td class="align_center">The cluster number of trips’ OD points per month</td></tr><tr><td class="align_left">RC</td><td class="align_center">RC = 1, if a PT trip has a corresponding return trip by PT on the same day, 0 otherwise</td></tr><tr><td class="align_left">DTC</td><td class="align_center">The most concentrated departure period of the day for traveling by PT per month, where DTC = 1, 2, …, 9</td></tr><tr><td class="align_left">TPF</td><td class="align_center">TPF = 1, if the travel path is fixed for the same OD pairs in different departure time, 0 otherwise</td></tr><tr><td class="align_left">TSE</td><td class="align_center">The spatial distribution equilibrium characteristics of travel frequency of PT passengers to different activity OD points per month</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Profile of characteristic indicators of PT commuter travel behaviour.</div>

Journal of Advanced Transportation

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Table 3

Table 3: Individual Travel Knowledge Graph-Based Public Transport Commuter Identification: A Mixed Data Learning Approach 