133 items found

Availability: On-Line

Filter Results
  • 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!
  • Access required...

    ×

    TrainingMaterial

    Private Social Network Analysis

    Social Network Analysis course @ Master SoBigData This course introduces students to the theories, concepts and measures of Social Network Analysis (SNA), that is aimed at...
  • 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!
  • Method

    LORE

    The recent years have witnessed the rise of accurate but obscure decision systems which hide the logic of their internal decision processes to the users. The lack of...
    • python
      The resource: 'LORE code' is not accessible as guest user. You must login to access it!
  • Method

    MARLENA

    MARLENA is novel technique able to explain the reasons behind any black-box multi-label classifier decision. It will generate an explanation in the form of a decision rule....
    • python
      The resource: 'Marlena 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
      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!
  • Dataset

    Soccer Events

    This dataset contains data regarding one full season of soccer games. For each player there are locations (positions in pitch) visited and all the events they generated...
    • ZIP
      The resource: 'Soccer event data' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Social Network Analysis with Python

    This set of tutorials provides an introduction to Social Network Analysis in Python with networkx. Topics covered: Introduction to NetworkX NDlib: Network Diffusion library...
    • ipynb
      The resource: 'Introduction to NetworkX' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'NDlib tutorial' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'NDlib-REST tutorial' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Community Discovery' 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!
  • Method

    Privacy Risk on Sociometer

    This method provides a Privacy Risk Assessment on CDR data, aggregated through the presence vectors used by the Sociometer.
    • PDF
      The resource: 'Privacy Risk' is not accessible as guest user. You must login to access it!
    • TXT
      The resource: 'Documentation.txt' is not accessible as guest user. You must login to access it!
    • jar
      The resource: 'RiskEvaluation.jar' 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!
    • The resource: 'method-engine' is not accessible as guest user. You must login to access it!
  • 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...
    • tar.gz
      The resource: 'Statistical Validation - ...' is not accessible as guest user. You must login to access it!
    • The resource: 'StatVal' is not accessible as guest user. You must login to access it!
    • The resource: 'tutorial page' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Introduction to Data science for Social Scientists

    This course, initially designed for social scientists, covers several topics of data science. Python programming Data Cleaning and Transformation Classification Clustering...
    • ipynb
      The resource: 'Python Basics' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Python Basics - Exercise' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Data Manipulation in Pandas' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Data Manipulation in ...' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Case Study: Titanic data ...' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Clustering' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Case study: Titanic Clustering' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Classification' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Case study: Titanic ...' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Titanic Dataset' 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

    Distance Calculator

    The program is intended for calculating semantic distances between input texts. As a commandline script it takes a list of tab-separated text pairs (line-per-pair) and returns...
    • The resource: 'Code' is not accessible as guest user. You must login to access it!
  • Access required...

    ×

    TrainingMaterial

    Private Data Journalism and Story Telling

    The module aims to teach how to present the knowledge extracted from big data using multimedia story telling. It also shows some of the most recent and meaningful experiences...
  • Access required...

    ×

    Dataset

    Private Soccer Data Challenge dataset

You can also access this registry using the API (see API Docs).