Analysis of Travel Hot Spots of Taxi Passengers Based on Community Detection

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Characteristic</td><td class="align_center">GN algorithm</td><td class="align_center">Newman fast algorithm</td><td class="align_center">Algorithm of this paper</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Algorithm complexity</td><td class="align_center"><span style="width: 40.3429ptpx;"><svg height="13.8595pt" id="M103" style="vertical-align:-2.2681pt" version="1.1" viewbox="-0.0498162 -11.5914 40.3429 13.8595" width="40.3429pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M699 369C699 549 575 666 407 666C186 666 23 488 23 278C23 101 145 -16 312 -16C535 -16 699 153 699 369ZM600 373C600 210 500 19 321 19C186 19 120 129 120 272C120 450 232 631 399 631C541 631 600 522 600 373Z"></path></g><g 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-12C50 -4 77 3 107 9C119 69 132 122 145 168C197 254 321 381 370 381C387 381 393 374 378 305L329 95C309 17 320 -12 345 -12C372 -12 430 19 495 86Z"></path></g><g transform="matrix(.013,0,0,-0.013,51.678,0)"><path d="M275 270C275 450 212 609 64 710L45 686C145 604 203 442 203 270S147 -63 45 -147L64 -170C213 -68 275 89 275 270Z"></path></g></svg></span></td></tr><tr><td class="align_left">Number of communities</td><td class="align_center">Unknowable</td><td class="align_center">Knowable</td><td class="align_center">Knowable</td></tr><tr><td class="align_left">Community structure</td><td class="align_center">No overlap</td><td class="align_center">Overlap</td><td class="align_center">Overlap</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Journal of Advanced Transportation

tab3

Table 3

Table 3: Analysis of Travel Hot Spots of Taxi Passengers Based on Community Detection 