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  • TrainingMaterial

    Introduction to Data Curation

    This course is an introduction to data collection, data preparation & transformation and data analysis. It contains the essential concepts for a researcher in order to...
    • PDF
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  • JournalArticle

    A decade of social bot detection

    Bots increasingly tamper with political elections and economic discussions. Tracing trends in detection strategies and key suggestions on how to win the fight.
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    Method

    Private Polarizing opinion vectors with the Friedkin-Johnsen Model

    This code contains two Mathematica notebooks to find the polarizing opinion vectors given the social graph and the nodes’ susceptibility. The notebooks have to be saved in the...
  • Method

    Ephemerality metric

    https://github.com/HPAI-BSC/ephemerality Code for calculating the ephemerality metrics that can be used to estimate how "ephemeral" discussion topics are based on their...
    • ZIP
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  • Experiment

    Pluralistic Recommendation in News - Report

    Report on the Humane-AI microproject "Pluralistic Recommendation in News". It contains details on how the two relevant datasets were built, a link to the two, and details...
    • PDF
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    Experiment

    Private Studying the streaming of the Capitol Raid

    This experiment is part the project "Streams of conspiratorial folklore" that investigates online media as a stream of performances, rather than as archives of documents. Our...
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    Experiment

    Private Rhythm management in video streaming channels

    This experiment is part the project "Streams of conspiratorial folklore" that investigates online media as a stream of performances, rather than as archives of documents. Our...
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    Experiment

    Private Multi-flow Composition in video streaming channels

    This experiment is part the project "Streams of conspiratorial folklore" that investigates online media as a stream of performances, rather than as archives of documents. Our...
  • JournalArticle

    Data science: a game changer for science and innovation

    This paper shows data science’s potential for disruptive innovation in science, industry, policy, and people’s lives. We present how data science impacts science and society...
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  • JournalArticle

    Towards better social crisis data with HERMES Hybrid sensing for EmeRgency Ma...

    People involved in mass emergencies increasingly publish information-rich contents in Online Social Networks (OSNs), thus acting as a distributed and resilient network of...
  • ConferencePaper

    Measuring the Impact of Readability Features in Fake News Detection

    The proliferation of fake news is a current issue that influences a number of important areas of society, such as politics, economy and health. In the Natural Language...
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  • JournalArticle

    Interaction Strength Analysis to Model Retweet Cascade Graphs

    Tracking information diffusion is a non-trivial task and it has been widely studied across different domains and platforms. The advent of social media has led to even more...
  • JournalArticle

    Dynamics of cascades on burstiness-controlled temporal networks

    Burstiness, the tendency of interaction events to be heterogeneously distributed in time, is critical to information diffusion in physical and social systems. However, an...
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  • ResearchArticle

    Comparing Topic-Aware Neural Networks for Bias Detection of News

    The commercial pressure on media has increasingly dominated the institutional rules of news media, and consequently, more and more sensational and dramatized frames and biases...
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  • Method

    Annie Plus Measurements

    This method allows the annotation of named entities (person, location, organization, date) as well as the numbers and measurement expressions. Default Annotations are: Address,...
    • method-engine
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  • Method

    Cymrie Welsh Named Entity Recognizer

    The CYMRIE named entity recognition is a service for the analysis of Welsh text. It identifies name of persons, locations, organizations, as well as money amounts, time and...
    • method-engine
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  • Method

    DecarboNet Environmental Annotator

    The DecarboNet environmental annotation service identifies named entities, environmental terms, linguistic features and sentiment in social media texts.
    • method-engine
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  • Method

    DecarboNet German Environmental Annotator

    The DecarboNet environmental annotation service identifies named entities, environmental terms, and sentiment in social media texts in German language.
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  • Method

    English Named Entity Recognizer

    This method identifies names of persons, locations, organizations, as well as money amounts, time and date expressions in English texts automatically.
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  • Method

    English Part Of Speech And Morphology Anaylizer

    This method annotates tokens and sentences in English texts, adding part-of-speech, morphological root and affix to each token.
    • method-engine
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