17 items found

Tags: Information Retrieval

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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
      The resource: 'Introduction to Data Curation' is not accessible as guest user. You must login to access it!
  • 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
      The resource: 'ephemerality-main' is not accessible as guest user. You must login to access it!
  • Dataset

    Conversational search dataset with labels

    CAsT 2019 data is split into two files one for training and the other one for testing. - Training set: CAsT 2019 conversations from training set and from test set without...
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  • Method

    Python library for direct and indirect discrimination prevention in data mining

    This python library implements the discrimination discovery and prevention method proposed in the paper: “A methodology for direct and indirect discrimination prevention in...
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  • TrainingMaterial

    Tutorial on Learning To Rank

    Efficiency/Effectiveness Trade-offs in Learning to Rank” tutorial by Claudio Lucchese and Franco Maria Nardini at the European Conference on Machine Learning and Principles...
    • DOCX
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    • PDF
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    • PDF
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    • PDF
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    • ipynb
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    • ipynb
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    • tar.gz
      The resource: 'Hands-On 1/2, QuickRank ...' is not accessible as guest user. You must login to access it!
  • 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...
    • ZIP
      The resource: 'Rstudio docker image' is not accessible as guest user. You must login to access it!
    • ZIP
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    • ZIP
      The resource: 'Swirl courses' is not accessible as guest user. You must login to access it!
  • 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...
    • PDF
      The resource: 'Introduction to Database ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Relational Model Module' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Database SQL Module' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Inner Queries and Views Module' 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...
    • ZIP
      The resource: 'Historical Cultures Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Prediction Modelling ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Social and Cultural ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Social Sensing Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Visual Arts Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      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!
    • PDF
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    • PDF
      The resource: 'Topic Annotation: Concepts ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Document Compression and ...' is not accessible as guest user. You must login to access it!
    • PDF
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  • JournalArticle

    The PGM-index a fully-dynamic compressed learned index with provable worst-ca...

    We present the first learned index that supports predecessor, range queries and updates within provably efficient time and space bounds in the worst case. In the (static)...
    • PDF
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  • 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
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  • Dataset

    Wikipedia Word Embeddings

    Embeddings were created through applying word2vec skipgram to a corpus of wikipedia non-stub articles from a December 2015 English dump with the following parameters: -cbow 0...
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  • Method

    Dictionary creator

    This tool creates a dictionary with inverse document frequency (idf) values from the Google NGrams dataset.
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  • Method

    GSP - Geo-Semantic-Parsing

    GSP receives a text document as input and returns an enriched document, where all mentions of places/locations are associated to the corresponding geographic coordinates. To...
  • Dataset

    Wyscout soccer-logs dataset

    A dataset of soccer-logs for all the main soccer leagues in the world, from season 2014/2015 to the current one.
    • ZIP
      The resource: 'geo-annotated tweets.zip' is not accessible as guest user. You must login to access it!
  • Application

    SMAPH Query Entity Linker

    The SMAPH system links queries to the entities it mentions, disambiguating mentions if needed. Entities are Wikipedia pages. This problem is known as "entity recognition and...
    • HTML
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