Comparison of passenger wait and travel time perceptions at bus stops

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Erzincan Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Volume:16 Issue:2
Comparison of passenger wait and travel time perceptions at bus stops

Comparison of passenger wait and travel time perceptions at bus stops

Pages : 598-607

View : 84 | Download : 69

Publication Date : 2023-08-31

Article Type : Research Paper

Abstract :Passenger\`s perceived time is important in improving the public transport system. Since it is only possible to reach these values with a survey, it is very difficult to obtain them. Therefore, studies on this subject are very few and valuable. In the study, passengers\` perceived waiting time and travel time values were determined at bus stop. In order to obtain these values, a survey was conducted with the passengers. The linear relationship between waiting time and travel time data was examined and a model was created. The data obtained with the basic regression model, which is the basis of machine learning, is divided into 20% test and 80% training data. The estimation was made with 85% success with the tested data.
Keywords : Urban transportation planning, passenger wait time perceptions, passenger travel time perceptions

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