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Articles | Volume XL-4/W1
https://doi.org/10.5194/isprsarchives-XL-4-W1-139-2013
https://doi.org/10.5194/isprsarchives-XL-4-W1-139-2013
06 May 2013
 | 06 May 2013

USING DECISION TREES FOR ESTIMATING MODE CHOICE OF TRIPS IN BUCA-IZMIR

L. O. Oral and V. Tecim

Keywords: Transportation, Mode Choice, Data Mining, Classification, Data Structure

Abstract. Decision makers develop transportation plans and models for providing sustainable transport systems in urban areas. Mode Choice is one of the stages in transportation modelling. Data mining techniques can discover factors affecting the mode choice. These techniques can be applied with knowledge process approach. In this study a data mining process model is applied to determine the factors affecting the mode choice with decision trees techniques by considering individual trip behaviours from household survey data collected within Izmir Transportation Master Plan. From this perspective transport mode choice problem is solved on a case in district of Buca-Izmir, Turkey with CRISP-DM knowledge process model.