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Collective Prediction of Individual Mobility Traces for Users with Short Data History

We present and test a sequential learning algorithm for the prediction of human mobility that leverages large datasets of sequences to improve prediction accuracy, in particular for users with a short and non-repetitive data history such as tourists in a foreign country. The algorithm compensates fo...

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Detalles Bibliográficos
Autores principales: Hawelka, Bartosz, Sitko, Izabela, Kazakopoulos, Pavlos, Beinat, Euro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5279749/
https://www.ncbi.nlm.nih.gov/pubmed/28135289
http://dx.doi.org/10.1371/journal.pone.0170907

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