39 items found

Organisations: SoBigData Catalogue Tags: Mobility mining

Filter Results
  • Experiment

    Simulation of urban impact of navigation services

    This experiment performs a simulation (using SUMO) of the urban impact of two navigation services (TomTom and OpenRoutingService) in the city of Milan, Italy.
  • Dataset

    Kinematic Features of Porto Taxi Trips

    This dataset comprises tabular information related to the movement of taxis in the city of Porto, Portugal. For every taxi journey, we segmented the trajectory into 20...
    • CSV
      The resource: 'TIF - taxi trajectory data' is not accessible as guest user. You must login to access it!
  • Dataset

    Synthetic Mobility Purpose Dataset

    A synthetically generated dataset representing purpose-of-motion data in the format of individual mobility networks.
    • ZIP
      The resource: 'Synthetic purpose of ...' is not accessible as guest user. You must login to access it!
  • Method

    Prediction of next career moves from scientific profiles

    This is a two-stage predictive model for the mobility of scientists. First, data mining is used to predict which researcher will move in the next year on the basis of their...
  • Dataset

    ISTAT Census zone Tuscany

    This dataset contains the geometry of about 20.000 census sectors and limited demographic information of Tuscany region (Italy).
    • ZIP
      The resource: 'Istat Dataset ' is not accessible as guest user. You must login to access it!
  • Dataset

    Car sharing dataset

    The dataset comprises pickup and drop-off times and locations of vehicles in 10 European cities for one of the major free-floating car sharing operator. For nine of these...
  • Access required...

    ×

    Dataset

    Private 64-tiles tessellation of Chicago

    Squared tessellation of the city center of Chicago, Illinois, into 64 tiles. Tessellation only of the central part of Chicago, namely the neighborhoods 'LOOP', 'NEAR SOUTH...
  • Method

    MyWay - Trajectory Prediction

    MyWay is a prediction system which exploits the individual systematic behaviors modeled by mobility profiles to predict human movements. MyWay provides three strategies: the...
    • PDF
      The resource: 'MyWay' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'MyWay - Source Code' is not accessible as guest user. You must login to access it!
  • Method

    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...
  • Method

    Influence of missing RR-Intervals caused by motion artifacts on HRV features ...

    Wearable physiological monitors have become increasingly popular, often worn during people’s daily life, collecting data 24 hours a day, 7 days a week. In the last decade,...
  • Method

    Ground truth evaluation of home location detection algorithms

    Inferring mobile phone users' home location, i.e., assigning a location in space to a user based on data generated by the mobile phone network, is a central task in leveraging...
  • Experiment

    Ski event participation trends and motivational profiles of women

    Mass participation sporting events (MPSEs) are viewed as encouraging regular exercise in the population, but concerns have been expressed about the extent to which they are...
  • Method

    Nowcasting well-being with human mobility data

    This method describes an analytical framework to nowcast well-being by using mobility measures extracted from mobile phone data.
  • Method

    GeoTopics - A method and system to explore urban activity

    GeoTopics is a system to explore geographical patterns of urban activity. The system collects publicly shared check-ins generated by Foursquare users, that reveal who spends...
    • HTML
      The resource: 'Demo' is not accessible as guest user. You must login to access it!
    • python
      The resource: 'Code' is not accessible as guest user. You must login to access it!
  • Experiment

    Experiment for Mobility Constrained Segregation Models

    We propose a segregation model incorporating mobility constraints to make agents select their location based on distance and location relevance. This study fills this gap by...
    • The resource: 'Experiments for Mobility ...' is not accessible as guest user. You must login to access it!
  • 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
      The resource: 'M-Atlas Web' is not accessible as guest user. You must login to access it!
    • Url
      The resource: 'M-Atlas Desktop (Old Version)' is not accessible as guest user. You must login to access it!
  • 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
      The resource: 'STS-EPR (EasyChair Preprint)' is not accessible as guest user. You must login to access it!
    • 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
      The resource: 'MobilityProfile' is not accessible as guest user. You must login to access it!
    • 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.
    • ZIP
      The resource: 'Trajectory Builder - ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Executable Jar' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'method-engine' is not accessible as guest user. You must login to access it!