Diary-based Trajectory Generator

Ditras (DIary-based TRAjectory Simulator) is a framework to simulate the spatio-temporal patterns of human mobility. It operates in two steps: the generation of a mobility diary and the translation of the mobility diary into a mobility trajectory. This method fills the gap of the current generative algorithms which fail in accurately reproducing the individuals’ recurrent schedules and, at the same time, in accounting for the possibility that individuals may break the routine during periods of variable duration. This framework allows the generation of realistic spatio-temporal trajectories of human mobility, which is of fundamental importance in a wide range of applications, such as the developing of protocols for mobile ad-hoc networks or the what-if analysis in urban ecosystems.

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CreationDate 2018-02-07 11:30
Creator Pappalardo Luca, lucapappalardo1984@gmail.com, orcid.org/0000-0002-1547-6007
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Field/Scope of use Non-commercial only
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Item URL http://data.d4science.org/ctlg/ResourceCatalogue/diary-based_trajectory_generator
http://data.d4science.org/ctlg/ResourceCatalogue/diary-based_trajectory_generator
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Owner Pappalardo Luca, lucapappalardo1984@gmail.com, orcid.org/0000-0002-1547-6007
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RelatedPaper Luca Pappalardo, Filippo Simini. Data-driven generation of spatio-temporal routines in human mobility. https://arxiv.org/abs/1607.05952
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Territory of use World Wide
ThematicCluster Human Mobility Analytics
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Author Pappalardo Luca
Maintainer Pappalardo Luca
Version 1
Last Updated 29 June 2018, 11:34 (CEST)
Created 29 June 2018, 11:34 (CEST)