54 items found

Organisations: SoBigData Catalogue

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  • Dataset

    Food consumption data at the canteens of University of Pisa

    A dataset storing all the meals consumed by students at the canteen of University of Pisa during a six years-long period.
  • Dataset

    Retail Market Data

    This dataset contains Retail Market Data about food products, from 2007, for about 130 shops of an Italian Distribution chain. Data are of about 1 M of Active Clients, and...
  • Method

    TARS based prediction for Next Basket

    Nowadays, a hot challenge for supermarket chains is to offer personalized services to their customers. Market basket prediction, i.e., supplying the customer a shopping list...
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  • 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

    Estimating and understanding countries' peace index with GDELT

    Our objective is to measure the Global Peace Index (GPI) at a monthly frequency, as compared to the official annual GPI score, to have more frequent updates of peacefulness....
  • 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

    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...
  • Method

    Estimating Collective Wellbeing

    This method estimates the wellbeing of a country by using an alternative measure to GDP. The proposed measure is the average sophistication of the satisfiable needs of a...
    • ZIP
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  • Experiment

    Estimation of emissions from vehicles' GPS trajectories

    We used the mobility-emission methods (https://data.d4science.org/ctlg/ResourceCatalogue/mobility-emissions) to perform experiments on real GPS trajectories describing 433,272...
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  • Method

    Estimating countries' peace index with GDELT

    We use news media attention from the Global Data of Events, Location and Tone (GDELT) database, as a proxy for estimating Global Peace Index (GPI), to complement the knowledge...
  • Experiment

    Evaluation of home location detection algorithms on three mobile phone record...

    We created a dataset that comprises the mobile phone activity of sixty-five participants for whom the geographical coordinates of their residence location are known. The...
  • Method

    DebtRank Systemic Risk Estimation Method

    The DebtRank algorithm is used to estimate the impact of shocks in financial networks, as it overcomes the limitations of the traditional default-cascade approaches.The method...
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  • Application

    The news tells us about peace - dashboard

    Previous research demonstrates that the official Global Peace Index (GPI) can be captured at a higher frequency through GDELT, a digital news database. We have created a...