Automatic trip and mode detection with move smarter: First results from the Dutch Mobile Mobility Panel

Geurs, K. T., Thomas, T., Bijlsma, M. & Douhou, S. (2015). Automatic trip and mode detection with move smarter: First results from the Dutch Mobile Mobility Panel. Transportation Research Procedia, 11, pp. 247-262. doi: 10.1016/j.trpro.2015.12.022

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Abstract

This paper describes the performance of a smartphone app called MoveSmarter to automatically detect departure and arrival times, trip origins and destinations, transport modes, and travel purposes. The app is used in a three-year smartphone-based prompted-recall panel survey in which about 600 smartphone and non-smartphone owners participated and over 18,000 validated trips were collected during two weeks. MoveSmarter is concluded to be a promising alternative or addition to traditional trip diaries, reducing respondent burden and increasing accuracy of measurement, but there is room to improve trip and mode detection rates and the efficiency of battery consumption.

Item Type: Article
Uncontrolled Keywords: mobile mobility panel; smartphone data collection; trip detection accuracy; mode choice detection
Subjects: H Social Sciences > HE Transportation and Communications
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: School of Social Sciences > Department of Sociology
URI: http://openaccess.city.ac.uk/id/eprint/14492

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