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  • TrainingMaterial

    SOS Online Abuse of Politicians

    The material is a 20 minute video presentation describing the GATE team's work investigating online abuse of UK politicians. The video comprises slides and a voice-over. The...
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  • TrainingMaterial

    Interactive Learning Environments

    King’s College London developed a variety of data science materials based on R and Python. R is a de facto standard in statistical computing and visualisation, while our...
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      The resource: 'Rstudio docker image' is not accessible as guest user. You must login to access it!
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      The resource: 'Swirl courses' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Archive Spark

    An Apache Spark framework for easy data processing, extraction as well as derivation for archival collections. Originally developed for the use with Web archives, it has now...
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  • TrainingMaterial

    Database Module

    The 'Database Module' aims to introduce database analysis, focusing on DBMS architecture, Relational Models, SQL language and SQL nested queries. It is part of the Master in...
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      The resource: 'Relational Model Module' is not accessible as guest user. You must login to access it!
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      The resource: 'Database SQL Module' is not accessible as guest user. You must login to access it!
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      The resource: 'Inner Queries and Views Module' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Text Analytics and Opinion Mining Module

    The goals of this module are: - Have a general knowledge of text mining problems and methods. - Recognize situations in which Sentiment Analysis techniques can solve...
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      The resource: 'Introduction' is not accessible as guest user. You must login to access it!
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      The resource: 'Workflow of a Sentiment ...' is not accessible as guest user. You must login to access it!
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      The resource: 'Text Indexing' is not accessible as guest user. You must login to access it!
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      The resource: 'Machine Learning' is not accessible as guest user. You must login to access it!
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      The resource: 'Language Models' is not accessible as guest user. You must login to access it!
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      The resource: 'Regression' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Spam Detection' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Archive Crawling

    Web archives are typically very broad in scope and extremely large in scale. This makes data analysis appear daunting, especially for non-computer scientists. These...
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      The resource: 'Archive Crawling Tutorial' is not accessible as guest user. You must login to access it!
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      The resource: 'Extracting Event-Centric ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Business Data Analytics Course

    The training material provided by the University of Tartu is about the Business Data Analytics course. This course is meant for students as a hands-on experience for solving...
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      The resource: 'Introduction' is not accessible as guest user. You must login to access it!
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      The resource: 'Visualisation' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Customer Segmentation' is not accessible as guest user. You must login to access it!
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      The resource: 'Customer Lifecycle Management' is not accessible as guest user. You must login to access it!
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    • PDF
      The resource: 'A \ B Testing' is not accessible as guest user. You must login to access it!
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      The resource: 'Cross Selling and Upselling' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Process Mining' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Efficiency - Effectiveness Trade-offs in Learning to Rank

    This tutorial provides an 'Introduction to Learning to Rank' and focuses on 'Dealing with the Efficiency/Effectiveness trade-off in Web Search'. Moreover, it provides two...
    • PDF
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    • python
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      The resource: 'Istella Learning to Rank ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Jupyter Notebooks

    King’s College London has developed complete stories around Jupyter Notebooks that form easy recipes for reproducible methods in social data science. Jupyter...
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      The resource: 'Historical Cultures Repository' is not accessible as guest user. You must login to access it!
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      The resource: 'Social Sensing Repository' is not accessible as guest user. You must login to access it!
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      The resource: 'Visual Arts Repository' is not accessible as guest user. You must login to access it!
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      The resource: 'Ananke Guide' is not accessible as guest user. You must login to access it!
    • mp4
      The resource: 'Ananke Guide Video' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Information Retrieval Module

    Study, design and analysis of IR systems which are efficient and effective to process, mine, search, cluster and classify bigdata document collections, coming from textual as...
    • PDF
      The resource: 'Introduction' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Parsing' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Crawling' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Query Processing' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Index Construction: Sorting' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Random Walks, Ranking and ...' is not accessible as guest user. You must login to access it!
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    • PDF
      The resource: 'Topic Annotation: Concepts ...' is not accessible as guest user. You must login to access it!
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      The resource: 'Document Compression and ...' is not accessible as guest user. You must login to access it!
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  • TrainingMaterial

    Ego network analysis, information-driven social links and impact on informati...

    Slide from the Summer School on Computational Misinformation Analysis 2019 lesson
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  • JournalArticle

    On the performance of learned data structures

    A recent trend in algorithm design consists of augmenting classic data structures with machine learning models, which are better suited to reveal and exploit patterns and...
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  • JournalArticle

    The Role of the GDPR in Designing the European Strategy on Artificial Intelli...

    Starting from an analysis of the EU Reg. n. 2016/679 on General Data Protection Regulation (GDPR), the Author deals with the opportunity to translate the current strategies on...
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  • JournalArticle

    Proposal for a Regulation of the European Parliament and the Council laying d...

    Our remarks focus on two main issues: 1) providing operational tools to link the ethics and the legal dimension of a Trustworthy AI avoiding risks of ethics washing; 2) the...
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  • JournalArticle

    General confidentiality and utility metrics for privacy-preserving data publi...

    Anonymization for privacy-preserving data publishing, also known as statistical disclosure control (SDC), can be viewed under the lens of the permutation model. According to...
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  • ConferencePaper

    Boilerplate Removal using a Neural Sequence Labeling Model

    The extraction of main content from web pages is an important task for numerous applications, ranging from usability aspects, like reader views for news articles in web...
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  • 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

    Introduction to the special issue on social mining and big data ecosystem for...

    Data Science is rapidly changing the way we do business, socialize, and govern society. It is also changing the way scientifc research is performed. A new paradigm is...
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  • JournalArticle

    European Data Governance Act

    The proposal for a Regulation of the European Parliament and of the Council on data governance is the first of a set of measures announced in the 2020 European strategy for...
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  • JournalArticle

    On Artificial Intelligence - A European approach to excellence and trust

    Artificial Intelligence is developing fast. It will change our lives by improving healthcare (e.g. making diagnosis more precise, enabling better prevention of diseases),...
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