45 items found

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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
      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

    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...
    • 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!
  • 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!
  • Dataset

    Official administrative information of Tuscany

    The data contains the spatial partitioning of Tuscany and some statistical information published by the Italian Statistical Bureau.
    • LOD
      The resource: 'Linked Open Data' is not accessible as guest user. You must login to access it!
  • JournalArticle

    Spatio temporal visual analytics a vision for 2020s

    Visual analytics is a research discipline that is based on acknowledging the power and the necessity of the human vision, understanding, and reasoning in data analysis and...
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  • JournalArticle

    SoBigData and the transformation of the city

    The exponential increase in the availability of large-scale mobility data has fueled the vision of smart cities that will transform our lives. The truth is that we have just...
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  • JournalArticle

    The limits of differential privacy and its misuse in data release and machine...

    Differential privacy (DP) is a neat privacy definition that can co-exist with certain well-defined data uses in the context of interactive queries. However, DP is neither a...
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  • JournalArticle

    Multi-dimensional randomized response

    In our data world, a host of not necessarily trusted controllers gather data on individual subjects. To preserve her privacy and, more generally, her informational...
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  • JournalArticle

    Interpretable socioeconomic status inference from aerial imagery through urba...

    Urbanization is a great challenge for modern societies, promising better access to economic opportunities, but widening socioeconomic inequalities. Accurately tracking this...
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  • JournalArticle

    Geo-semantic-parsing AI-powered geoparsing by traversing semantic knowledge g...

    Online social networks convey rich information about geospatial facets of reality. However in most cases, geographic information is not explicit and structured, thus...
  • JournalArticle

    Co Bridges Pair wise Visual Connection and Comparison for Multi item Data Str...

    In various domains, there are abundant streams or sequences of multi-item data of various kinds, e.g. streams of news and social media texts, sequences of genes and sports...
    • PDF
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  • JournalArticle

    Automating and utilizing equal-distribution data classification

    Data classification, i.e., organising data items in groups (classes), is a general technique widely used in data visualisation and cartography, in particular, for creation of...
    • PDF
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  • 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,...
    • PDF
      The resource: 'City users’ classification ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Use of mobile phone data ...' is not accessible as guest user. You must login to access it!
    • TAR
      The resource: 'Sociometer source code' is not accessible as guest user. You must login to access it!
  • 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
      The resource: 'Scalable and ...' is not accessible as guest user. You must login to access it!
    • mp4
      The resource: 'Exploration of time' is not accessible as guest user. You must login to access it!
    • rep
      The resource: 'V-Analytics - source code' is not accessible as guest user. You must login to access it!
  • 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

    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...
    • PDF
      The resource: 'CarPooling' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'CarPooling - source code' is not accessible as guest user. You must login to access it!
  • Dataset

    GPS Origin Destination Matrix in Tuscany

    This dataset is the origin and destination matrix among the municipalities of Tuscany extracted starting from GPS tracks of private vehicles collected from 2014-02-10 to...
    • CSV
      The resource: ' GPS Origin Destination Matrix' is not accessible as guest user. You must login to access it!
  • 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
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    • ZIP
      The resource: 'MyWay - Source Code' is not accessible as guest user. You must login to access it!
  • 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!
  • 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
      The resource: 'DEMON' is not accessible as guest user. You must login to access it!
    • rep
      The resource: 'DEMON - github repository' is not accessible as guest user. You must login to access it!