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How does DBpedia spotlight work?

How does DBpedia spotlight work?

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text, providing a solution for linking unstructured information sources to the Linked Open Data cloud through DBpedia.

What is DBpedia ontology?

The DBpedia Ontology is a shallow, cross-domain ontology, which has been manually created based on the most commonly used infoboxes within Wikipedia. The ontology currently covers 685 classes which form a subsumption hierarchy and are described by 2,795 different properties.

How do I find Dbpedia?

You can run queries against DBpedia using: the OpenLink Interactive SPARQL Query Builder (iSPARQL) at http://dbpedia.org/isparql. the SNORQL query explorer at http://dbpedia.org/snorql (does not work with Internet Explorer)

What is entity linking in NLP?

In natural language processing, entity linking, also referred to as named-entity linking (NEL), named-entity disambiguation (NED), named-entity recognition and disambiguation (NERD) or named-entity normalization (NEN) is the task of assigning a unique identity to entities (such as famous individuals, locations, or …

How many entities are there in DBpedia?

The 2016-04 release of the DBpedia data set describes 6.0 million entities, out of which 5.2 million are classified in a consistent ontology, including 1.5M persons, 810k places, 135k music albums, 106k films, 20k video games, 275k organizations, 301k species and 5k diseases.

Why is DBpedia important?

By providing the critical kernel around which the Linked Open Data Cloud blossomed, DBpedia enabled that cloud to become today’s massive reference database that allows anyone to look up the description of an entity based on either its hyperlink-based identifier or its literal label.

When was DBpedia made?

10 January 2007
DBpedia

Developer(s) Leipzig University University of Mannheim
Initial release 10 January 2007
Stable release DBpedia 2016-10 / 4 July 2017
Repository github.com/dbpedia/
Written in Scala Java VSP

What is DBpedia Sparql?

The DBpedia data set enables some astonishing queries against Wikipedia data to be answered. You can query the DBpedia data set online via a SPARQL endpoint (described on this page) and as Linked Data.

What is Sparql endpoint?

A SPARQL Endpoint is a Point of Presence on an HTTP network that’s capable of receiving and processing SPARQL Protocol requests. It is identified by a URL commonly referred to as a SPARQL Endpoint URL.

What is dbdbpedia spotlight used for?

DBpedia Spotlight performs named entity extraction, including entity detection and name resolution (in other words, disambiguation). It can also be used for named entity recognition, and other information extraction tasks.

How does DBpedia Spotlight perform Named Entity Extraction?

With a four step approach, DBpedia Spotlight performs named entity extraction, including entity detection and name resolution. It can also be used for named entity recognition , amongst other information extraction tasks.

What is the DBpedia Spotlight jQuery plugin?

The DBpedia Spotlight distribution includes a jQuery plugin that allows developers to annotate pages anywhere on the Web by adding one line to their page. Clients are also available in Java or PHP. The tool handles various languages through its demo page and web services.

What does DBpedia mean?

From Wikipedia, the free encyclopedia DBpedia (from “DB” for ” database “) is a project aiming to extract structured content from the information created in the Wikipedia project. This structured information is made available on the World Wide Web.