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  • SoBigData.eu: Experiment

    Forecasting the market value of soccer players from soccer-logs and social me...

    This experiments aims to develop a methodology to monitor and predict the market value of professional soccer players given their performance computed from soccer-logs and...
  • SoBigData.eu: 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...
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    SoBigData.eu: Experiment

    Private Annotazione semantica di delibere comunali

    Progetto POC per l'uso delle tecniche di text mining su documenti della pubblica amministrazione per migliorare la trasparenza e l’accesso alle informazioni da parte dei...
  • SoBigData.eu: Dataset

    UCR Time Series Classification Archive

    The archive contains many interesting datasets, including a gesture dataset featuring the same two actors, but recorded 16 years apart! (we are nothing if not patient!). The...
  • SoBigData.eu: Application

    NervousNet

    The planetary nervous system is a large-scale distributed research platform that provides real-time social sensing services as a public good. Existing Big Data systems...
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    SoBigData.eu: TrainingMaterial

    Private 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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    SoBigData.eu: TrainingMaterial

    Private 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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    SoBigData.eu: 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...
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    SoBigData.eu: TrainingMaterial

    Private 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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    SoBigData.eu: TrainingMaterial

    Private 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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    SoBigData.eu: TrainingMaterial

    Private High Performance and Scalable Analytics Module

    Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...
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    SoBigData.eu: TrainingMaterial

    Private 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...
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    SoBigData.eu: TrainingMaterial

    Private 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...
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    SoBigData.eu: TrainingMaterial

    Private 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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    SoBigData.eu: TrainingMaterial

    Private 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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    SoBigData.eu: TrainingMaterial

    Private Data Management for Business Intelligence Module

    This module provides an introduction to information storage and management performed in order to support business decisions of organizations. It is part of the Master in Big...
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    SoBigData.eu: 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...
  • SoBigData.eu: 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...
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    SoBigData.eu: TrainingMaterial

    Private Data Visualisation and Visual Analytics Module

    This module provides an introduction to the concepts of vision and perception in order to design an effective data visualisation. Moreover, it provides insight into visual...
  • SoBigData.eu: 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...
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