Open access
Datum
2018-01-15Typ
- Conference Poster
ETH Bibliographie
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. Mehr anzeigen
Persistenter Link
https://doi.org/10.3929/ethz-b-000225623Publikationsstatus
publishedBuchtitel
Adjunct Proceedings of the 14th International Conference on Location Based ServicesSeiten / Artikelnummer
Verlag
ETH ZurichKonferenz
Thema
GPS; Imputation; TransportationZugehörige Publikationen und Daten
Is part of: https://doi.org/10.3929/ethz-b-000224043
ETH Bibliographie
no
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