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Future directions in human mobility science · Study

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ArticleFuture directions in human mobility science

Luca Pappalardo2023

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Articlegreen2023

Future directions in human mobility science

Luca Pappalardo · Ed Manley · Vedran Sekara · Laura Alessandretti

119 citations·0/0 files stored·Nature Computational Science

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Human Mobility and Location-Based Analysis Urban Transport and Accessibility Urban Design and Spatial Analysis

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References

2008Understanding individual human mobility patterns 2010Limits of Predictability in Human Mobility 2012A universal model for mobility and migration patterns 2010Modelling the scaling properties of human mobility 2016The Multi-Agent Transport Simulation MATSim 1946The P 1 P 2 D Hypothesis: On the Intercity Movement of Persons 2018Human mobility: Models and applications 1889The Laws of Migration

Cited by

2024Human-AI coevolution 2024Defining a city — delineating urban areas using cell-phone data 2023A hypergraph-based hybrid graph convolutional network for intracity human activity intensity prediction and geographic relationship interpretation 2025The spatiotemporal scaling laws of urban population dynamics 2025Urban highways are barriers to social ties 2024Enhancing human mobility research with open and standardized datasets

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2021A Survey on Deep Learning for Human Mobilityarticle · 19 shared references 2025A review of human mobility: Linking data, models, and real-world applicationsarticle · 19 shared references 2025Learning the complexity of urban mobility with deep generative networkarticle · 16 shared references 2020Deep Learning for Human Mobility: a Survey on Data and Models.preprint · 15 shared references 2022scikit-mobility : A Python Library for the Analysis, Generation, and Risk Assessment of Mobility Dataarticle · 13 shared references 2023Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic modelsarticle · 11 shared references

Details

Year2023

Typearticle

Published2023-07-03

VenueNature Computational Science

ISSN-L2662-8457

Languageen

Citations119

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1038/s43588-023-00469-4

openalex_workW4382989325

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2023

Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models

2023The impact of the streetscape built environment on recreation satisfaction: A case study of Guangzhou