15 items found

Licenses: Academic Free License 3.0

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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: 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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  • 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 - 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

    Statistical validation

    This is a method to filter a large complex network to its backbone structure, by means of statistical hypothesis testing. This method is available as a downloadable software...
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  • 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: Dataset

    CDR data - Tuscany

    The dataset contains mobile phone records collected in Tuscany between September 2015 and August 2016. It contains Call Data Records (CDRs) of phone users, and the corresponding...
  • SoBigData.eu: Dataset

    GPS Tracks - Calabria, Italy 2012

    The dataset consists of GPS tracks of private vehicles collected in Calabria region (Italy). It counts about 28 mln of trajectories of about 115.000 users. Data are in the...
  • SoBigData.eu: Method

    Urban Mobility Atlas

    The framework provides a visual interface to a series of analytical processes for the comprehension of human mobility patterns. The framework is feeded with a series of models...
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  • SoBigData.eu: Method

    Sociometer

    The Sociometer is an analytical framework based on data mining methods that analizes users’ call habits, and classifies people into behavioral categories, among residents,...
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    • TAR
      The resource: 'Sociometer source code' is not accessible as guest user. You must login to access it!
  • 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: Dataset

    Flickr and Wikipedia Tourism Trajectories

    The dataset contains a knowledge base built with data coming from Flickr and Wikipedia. It covers three Italian cities which are important from a sightseeing point of view and...
    • The resource: 'TripBuilder' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    CDR Data - Rome

    The dataset contains mobile phone records collected in Rome between November 2015 and August 2016. It contains Call Data Records (CDRs) of phone users, and the corresponding...
  • 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

    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
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