Open access
Date
2018-01-15Type
- Conference Poster
ETH Bibliography
no
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Abstract
This paper presents a tool for integrated imputation and annotation of GPS tracking data, Trace Annotator. The tool is designed to efficiently and effectively transform raw GPS data into segmented activity and travel data where transportation modes, travel purpose at destinations, time and route information related to the spatial and temporal profiles were automatically generated. Bayesian belief network and other main machine learning approaches have been incorporated. The tool has been empirically applied and validated in several national and international pilots. Show more
Permanent link
https://doi.org/10.3929/ethz-b-000225623Publication status
publishedBook title
Adjunct Proceedings of the 14th International Conference on Location Based ServicesPages / Article No.
Publisher
ETH ZurichEvent
Subject
GPS; Imputation; TransportationRelated publications and datasets
Is part of: https://doi.org/10.3929/ethz-b-000224043
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ETH Bibliography
no
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