Population‐wide travel surveys are conducted to investigate individuals’ patterns of traveling. These surveys are often burdensome. The widespread use of smartphones allows for the collection of trip data without relying on traditional travel survey …
Individual mobility trajectories are difficult to measure and often incur long periods of missingness. Aggregation of this mobility data without accounting for the missingness leads to erroneous results, underestimating travel behavior. This paper …
Traffic estimation is an important area in official statistics and is used by policymakers in their decision-making process for regional planning. This paper describes a framework that relies on combining large amounts of data from traffic loop …
Passively-generated location data have the potential to augment mobility and transportation research, as demonstrated by a decade of research. A common trait of these data is a high proportion of missingness. Naïve handling, including list-wise …
Goal: Showing the feasibility of automatic travel mode prediction using smartphone location data in a national travel survey. Data collection: In the fall of 2018, 1,902 respondents were randomly sampled from the Dutch population to participate in a …