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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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Veröffentlicht in:PLoS One
Hauptverfasser: Hawelka, Bartosz, Sitko, Izabela, Kazakopoulos, Pavlos, Beinat, Euro
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2017
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5279749/
https://ncbi.nlm.nih.gov/pubmed/28135289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0170907
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