17 items found

Tags: Mobility mining

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  • SoBigData.eu: 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...
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    SoBigData.eu: TrainingMaterial

    Private High Performance and Scalable Analytics Module

    Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...
  • SoBigData.eu: 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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  • SoBigData.eu: 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...
  • SoBigData.eu: 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,...
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  • SoBigData.eu: 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...
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  • SoBigData.eu: 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...
  • SoBigData.eu: Dataset

    ISTAT Census zone Tuscany

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

    Carpooling Network Analysis

    Our method analyzes the potential impact of carpooling as a collective phenomenon emerging from peopleÎ│s mobility, by network analytics. Based on big mobility data from...
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      The resource: 'DEMON' is not accessible as guest user. You must login to access it!
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  • SoBigData.eu: 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...
    • URL
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  • SoBigData.eu: 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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  • SoBigData.eu: 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...
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  • SoBigData.eu: 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...
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    • rep
      The resource: 'V-Analytics - source code' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: 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.
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  • SoBigData.eu: 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...
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  • SoBigData.eu: 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.
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