-
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!
-
ZIP
-
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
The resource: 'Introduction to Learning ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Dealing with the ...' is not accessible as guest user. You must login to access it!
-
python
The resource: 'Hands-on Session 1 ' is not accessible as guest user. You must login to access it!
-
python
The resource: 'Hands-on Session 2 ' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Publicly available ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Istella Learning to Rank ...' is not accessible as guest user. You must login to access it!
-
PDF
-
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...-
PDF
The resource: 'Introduction' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Workflow of a Sentiment ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Text Indexing' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Machine Learning' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Language Models' is not accessible as guest user. You must login to access it!
-
PDF
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!
-
PDF
-
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!
-
PDF
-
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... -
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...-
mp4
The resource: 'SOS Online Abuse of ...' is not accessible as guest user. You must login to access it!
-
mp4
-
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...-
PDF
The resource: 'Lesson 1: Introduction' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Lesson 2: Data Sources' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Lesson 3: Data Cleansing' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Lesson 4: Visual Language ...' is not accessible as guest user. You must login to access it!
-
PDF
-
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...-
PDF
The resource: 'Introduction to Parallel ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Hadoop' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Hadoop Patterns' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Remote Connection and HDFS' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Remote ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Spark' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Spark SQL' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Hadoop Ecosystem and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Mining with Spark (MLLIB)' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Exercises for Data Mining ...' is not accessible as guest user. You must login to access it!
-
PDF
-
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...-
PDF
The resource: 'Introduction to Data ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Analysis using ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Extract, Transform and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'On-Line Analytical ...' is not accessible as guest user. You must login to access it!
-
PDF
-
Data Mining and Machine Learning for Social Science
An introductory course for data mining and machine learning for social science. The course focuses on presenting typical data mining and machine learning techniques by using a...-
PDF
The resource: 'Data Manipulation' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Manipulation with AWK' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Manipulation with MySQL' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Visualisation and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Graphical Analysis with ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Introduction to Machine ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Classification and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'K-Nearest Neighbour Classifier' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Unsupervised Data Mining - ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Unsupervised Density-based ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Mining the Social Web - ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Tracking Language Mobility ...' is not accessible as guest user. You must login to access it!
-
PDF
-
Data Mining and Machine Learning Module
The module provides an introduction to base concepts of data mining and knowledge extraction process, introducing analytical models and algorithms for clustering,...-
PDF
The resource: 'Introduction' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Case Studies Outline' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Data Preparation and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Clustering' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Classification' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Machine Learning and Data ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Fraud Detection' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Exemplar Projects on ...' is not accessible as guest user. You must login to access it!
-
PDF
-
GATE Course
The material is the 2017 version of a week-long training course delivered annually by the GATE team. Over almost ten years, this course has been developed to provide basic and...-
PDF
The resource: 'Module 1 - Introduction to ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 1 - Hands-on materials' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 1 - Introduction to ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 1 - Introduction to ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 1 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 1 - Advanced JAPE' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 1 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 2 - Crowdsourcing ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 2 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 2 - GATE Mímir and ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 2 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 2 - Introduction to ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 2 - Classification ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 2 - Classification ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 2 - GATE ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 2 - Chunking - ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 2 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Hands-on materials for ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 4 - Advanced GATE ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 4 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 4 - Opinion Mining' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 4 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 5 - The GATE ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 5 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 5 - Creating new ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 5 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 5 - Advanced GATE ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 5 - Advanced GATE ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 5 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 6 - Applications - ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 6 - Applications - ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 6 - Applications - ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 6 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 6 - Entity Linking' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 6 - JAPE Practical ...' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'Module 6 - Hands-on ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Module 6 - Summarisation ...' is not accessible as guest user. You must login to access it!
-
PDF
-
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... -
Private Cybersecurity NER BERT-base-cased model
This method includes a Python script and files of a BERT-base-cased model fine-tuned on our Cybersecurity NER dataset. The method requires as input a list of sentences that... -
Cybersecurity NER RoBERTa-base model
This method includes a Python script and files of a RoBERTa-base model fine-tuned on our Cybersecurity NER dataset. The method requires as input a list of sentences that will...-
JSON
The resource: 'config' is not accessible as guest user. You must login to access it!
-
TXT
The resource: 'merges' is not accessible as guest user. You must login to access it!
-
BIN
The resource: 'model' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'model_args' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'scheduler' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'special_tokens_map' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'tokenizer_config' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'training_args' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'tokenizer' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'vocab' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'optimizer' is not accessible as guest user. You must login to access it!
-
py
The resource: 'inference' is not accessible as guest user. You must login to access it!
-
JSON
-
Cybersecurity NER SecureBERT model
This method includes a Python script and files of a SecureBERT model fine-tuned on our Cybersecurity NER dataset. The method requires as input a list of sentences that will be...-
JSON
The resource: 'config' is not accessible as guest user. You must login to access it!
-
TXT
The resource: 'merges' is not accessible as guest user. You must login to access it!
-
BIN
The resource: 'model' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'model_args' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'optimizer' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'scheduler' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'special_tokens_map' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'tokenizer' is not accessible as guest user. You must login to access it!
-
JSON
The resource: 'tokenizer_config' is not accessible as guest user. You must login to access it!
-
ZIP
The resource: 'training_args' is not accessible as guest user. You must login to access it!
-
TXT
The resource: 'vocab' is not accessible as guest user. You must login to access it!
-
text/x-python
The resource: 'inference' is not accessible as guest user. You must login to access it!
-
JSON
-
Supporting data for "CoVEffect: Interactive System for Mining the Effects of ...
This repository contains the datasets created and extracted for the paper: Giuseppe Serna García, Ruba Al Khalaf, Francesco Invernici, Stefano Ceri, and Anna Bernasconi. 2022.... -
Private Cybersecurity NER dataset
Our dataset is created by merging APTNER and CyNER datasets, containing 13601 sentences, 347779 tokens, and 37684 entities. The split ratio was roughly 70% for training and... -
SWH Filenames
A 69 GB dataset with ~2.3 billion strings representing deduplicated names of source code files collected by Software Heritage, the great library of source code...-
ZIP
The resource: 'SWH Filenames' is not accessible as guest user. You must login to access it!
-
ZIP
-
DNA 31-mers
A 12 GB dataset containing all the ~367M unique 31-mers in the DNA sequences available in the Pizza&Chili Corpus (https://pizzachili.dcc.uchile.cl/texts.html). This dataset...-
ZIP
The resource: 'DNA 31-mers' is not accessible as guest user. You must login to access it!
-
ZIP
