Decision Tree-Based Contextual Location Prediction from Mobile Device Logs

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Feature</td><td class="align_center">Description</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Day of week</td><td class="align_center">Mon, Tue, Wen, Thu, Fri, Sat, Sun</td></tr><tr><td class="align_left">Time of day</td><td class="align_center">1, 2, … , 23, 24</td></tr><tr><td class="align_left">Present location</td><td class="align_center">Home, Work, Restaurant, Shopping, Entertainment, Business, Attractions, Others</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The contextual information used in decision tree construction.</div>

Mobile Information Systems

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Table 2

Table 2: Decision Tree-Based Contextual Location Prediction from Mobile Device Logs 