45 items found

Tags: Mobility mining

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  • Method

    Analysis of changes in visits to public venues during the COVID-19 pandemic

    The non-pharmaceutical interventions (NPIs), aimed at reducing the diffusion of the COVID-19 pandemic, has dramatically influenced our behaviour in everyday life. We developed...
  • Application

    M-Atlas

    M-Atlas is a mobility querying and data mining system centered onto the concept of spatio-temporal data. Besides the mechanisms for storing and querying trajectory data,...
    • URL
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    • Url
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  • Method

    STS-EPR - Trajectory generator

    Modelling human mobility is crucial in several scientific areas, from urban planning to epidemic modeling, traffic forecasting, and what-if analysis. Existing models focus on...
    • PDF
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    • text/x-python
      The resource: 'Python code of the STS-EPR ...' is not accessible as guest user. You must login to access it!
  • Method

    Mobility Profile

    This algorithm allows to create a mobility profile of the users' mobility. A mobility profile is a set of representative trips selected from the entire set of trips of a user.
    • PDF
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    • ZIP
      The resource: 'MobilityProfile - Source Code' is not accessible as guest user. You must login to access it!
  • Method

    Matlas - Trajectory Builder

    Trajectory Builder is an Algorithm to reconstruct trajectories from spatio-temporal observation according to specific user constraints.
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    • ZIP
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    • HTML
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  • Experiment

    Validation for MoGAN

    We conduct extensive experiments on public datasets of bike and taxi rides to show that MoGAN outperforms the classical Gravity and Radiation models regarding the realism of...
  • Method

    Carpooling

    Carpooling, i.e., the act where two or more travelers share the same car for a common trip, is one of the possibilities brought forward to reduce traffic and its...
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    • ZIP
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  • Method

    Borders

    It is a general method to determine the influence of social and mobility behavior over a specific geographical area in order to evaluate to what extent the current...
    • PDF
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  • Method

    Analysis of GPS data to assess changes in mobility routines during the COVID-...

    Non-Pharmaceutical Interventions (NPIs), aimed at reducing the diffusion of the COVID-19 pandemic, have dramatically influenced our everyday behaviour. In this experiment, we...
  • Method

    Carpooling Network Analysis

    Our method analyzes the potential impact of carpooling as a collective phenomenon emerging from people׳s mobility, by network analytics. Based on big mobility data from...
    • PDF
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    • HTML
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  • Experiment

    Estimation of emissions from vehicles' GPS trajectories

    We used the mobility-emission methods (https://data.d4science.org/ctlg/ResourceCatalogue/mobility-emissions) to perform experiments on real GPS trajectories describing 433,272...
    • The resource: 'arXiv preprint' is not accessible as guest user. You must login to access it!
  • Method

    GeoSim - Trajectory generator (integration in scikit-mobility)

    GeoSim, proposed by Toole et al. [1], is a mechanistic generative model for human mobility. GeoSim takes into account the social dimension between individuals during the...
    • HTML
      The resource: 'Coupling Human Mobility ...' is not accessible as guest user. You must login to access it!
    • text/x-python
      The resource: 'Python code of the GeoSim ...' is not accessible as guest user. You must login to access it!
  • Method

    Generating Synthetic Mobility Networks with Generative Adversarial Networks

    The increasingly crucial role of human displacements in complex societal phenomena, such as traffic congestion, segregation, and the diffusion of epidemics, is attracting the...
  • Experiment

    Short-Term Delayed Effects of Kinesio Taping on Sprint Cycling Performance

    The aim of this study was to assess short-term delayed effects of Kinesio taping (KT) on maximal cycling performance. A design with repeated measures was used. Fifteen healthy...
  • Method

    Origin Destination Matrix Computation

    This method provides the sql-postgis query to calculate the Origin-Destination matrix starting from a geometry table and a set of GPS trajectories. This kind of matrix, which...
    • sql
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  • Experiment

    Simulation of individual mobility using STS-EPR

    In this experiment we simulate the mobility of individuals in New York City, London, and Tokyo, using STS-EPR. For each city, we compare the synthetic trajectories generated...
    • PDF
      The resource: 'STS-EPR (EasyChair Preprint)' is not accessible as guest user. You must login to access it!
  • Experiment

    Evaluation of home location detection algorithms on three mobile phone record...

    We created a dataset that comprises the mobile phone activity of sixty-five participants for whom the geographical coordinates of their residence location are known. The...
  • Method

    Matlas - TClustering

    Ordering points to identify the clustering structure (OPTICS) is an algorithm for finding density-based clusters in spatial data. Its basic idea is similar to DBSCAN, but it...
    • HTML
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  • Method

    Exploration of time use by citizens based on their movement tracks

    This resource consists of a visual analytics framework and a set of supporting tools for deriving place meaning and reconstructing personal mobility diaries from episodic...
    • PDF
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    • mp4
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    • rep
      The resource: 'V-Analytics - source code' is not accessible as guest user. You must login to access it!
  • Method

    Deep Gravity model

    Deep Gravity is an effective model to generate flow probabilities that exploits many features (e.g., land use, road network, transport, food, health facilities) extracted from...