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zvelo is a leading "Data as a Service" provider of contextual categorization and malicious detection for a wide range of data sets and attributes, including language, category values (including Interactive Advertising Bureau's taxonomy), sentiment, ad fraud and malicious website detection, and more for URLs, the Deep Web and unstructured data. These data sets can be accessed through simple, straightforward SDKs and APIs for integration with applications in the online advertising, data analytics, network and endpoint security, and other use cases where contextual categorization accuracy, responsiveness, coverage, malicious detection, high performance throughput and scalability are required.

The Web Science Trust (WST) is a charitable body with the aim of supporting the global development of Web Science  through a network of world class laboratories known as WSTnet . It is hosted by the University of Southampton. The origins of the Web Science Trust can be found in the Web Science Research Initiative (WSRI) which was established in 2006.

"The Semantic Web Challenge offers participants the chance to show the best of the Semantic Web."

"TensorFlow is an Open Source Software Library for Machine Intelligence"

"Academia, Publishers and Tech Come Together to Open Up Fact Check Data"

"Semantic Analytics Stack (SANSA) Open Source Algorithms for Distributed Data Processing for Large-scale RDF Knowledge Graphs"

"We are a machine intelligence team focused on deep learning. We advance the state of the art in order to have a positive impact on the world."

The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. It supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution. These tasks are usually required to build more advanced text processing services. OpenNLP also includes maximum entropy and perceptron based machine learning.

The SIOC (Semantically-Interlinked Online Communities) initiative aims to create and leverage a layer of semantic data in online communities.

"WikiApiary collects, displays and analyzes information about MediaWiki websites. Once a website is registered with WikiApiary a suite of bots will start collecting information about the versions of software being used, the amount of editing activity on the site as well as the use of Semantic MediaWiki."

"This Wikiproject aims to provide structured data to study people's names throughout history, in the whole world, in all languages, for all people present in Wikidata, through structural properties and linguistic information."

"The Open Science (or Open Scholarship) movement has been gaining momentum, especially since the European Commission has committed itself to ensuring open access to all funded research in April 2016. Expensive paywalls used by publishers, restrictive usage policies by scientific literature sources, a lack of consistency in the formatting and data locked away by proprietary software have all had detrimental effects on the dissemination of scientific knowledge."