Bike route choice modeling using GPS data without choice sets of paths
نویسندگان
چکیده
منابع مشابه
Constructing Route Choice Maps from Gps Traces
Our route choices depend on our own mental map of the city. This assumption, brought from the areas of spatial cognition and cognitive mapping, establishes a distorted graph as the cognitive model that represents our trips. The task of trajectory prediction consists of determining, when a driver is making a trip, which path will be chosen. Our approach consists of transforming the map according...
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This paper examines the morning commute route choice behavior of 182 drivers, using disaggregated GPS-based activity data collected during a ten-day period. This paper attempts to describe how these commuters tend to behave in the real world. A binary logit model of morning commuters’ choice between using a single commute route and multiple routes was established, based upon the evidence of dri...
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The pervasive location-based technologies, such as GPS and cell phone, help us find the pattern of geographical information of human behavior and also help dig opportunities in real world. In transportation field, they help people better understand the transportation behavior and at the same time collect necessary information for us. One important aspect of its application is how people choose ...
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A comprehensive set of GPS vehicle location data from Lexington households was analyzed to determine if such data can be helpful in improving path choice assumptions in traffic assignment models. Primarily, the portion of the data used consisted of a reconstruction of the street network and the lists of street segments in each path. Analysis was based on “matches” of trips, e.g., pairs of trips...
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ژورنال
عنوان ژورنال: Transportation Research Part C: Emerging Technologies
سال: 2017
ISSN: 0968-090X
DOI: 10.1016/j.trc.2016.12.009