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<!DOCTYPE html>
<html>
<head>
<title>DBpedia Spotlight - Shedding light on the web of documents</title>
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no">
<!-- CSS Files -->
<link href="css/bootstrap.min.css" rel="stylesheet" media="screen">
<link href="css/font-awesome.min.css" rel="stylesheet">
<link href="fonts/icon-7-stroke/css/pe-icon-7-stroke.css" rel="stylesheet">
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<meta name="referrer" content="origin">
<!-- Google Fonts -->
<link rel="stylesheet" href="http://fonts.googleapis.com/css?family=Lato:100,300,400,700,900,100italic,300italic,400italic,700italic,900italic" />
</head>
<body data-spy="scroll" data-target="#navbar-scroll">
<!-- /.preloader -->
<div id="preloader"></div>
<div id="top"></div>
<!-- /.parallax full screen background image -->
<div class="fullscreen landing parallax" style="background-image:url('images/HNCK3991.jpg');" data-img-width="2000" data-img-height="1333" data-diff="100">
<div class="overlay">
<div class="container">
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<div class="col-md-10 col-md-offset-1 text-center">
<!-- /.logo -->
<div class="logo wow fadeInDown">
<a href=""><img src="images/logo.png" alt="logo"></a>
</div>
<!-- /.main title -->
<h1 class="wow fadeInLeft">
<strong>DBpedia Spotlight</strong> <br> Shedding light on the web of documents
</h1>
<!-- /.header paragraph -->
<div class="landing-text wow fadeInLeft">
<p>It 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. </p>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- NAVIGATION -->
<div id="menu">
<nav class="navbar-wrapper navbar-default" role="navigation">
<div class="container">
<div class="navbar-header">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-backyard">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand site-name" href="#top"><img src="images/logo2.png" alt="logo"></a>
</div>
<div id="navbar-scroll" class="collapse navbar-collapse navbar-backyard navbar-right">
<ul class="nav navbar-nav">
<li><a href="#intro">About</a></li>
<li><a href="#feature-2">Documentation</a></li>
<li><a href="#contribute">Contribute</a></li>
<li><a href="#download">Acknowledgements</a></li>
<li><a href="#testi">Publications</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
</div>
</div>
</nav>
</div>
<!-- /.intro section -->
<div id="intro">
<div class="container">
<div class="row">
<!-- /.intro image -->
<div class="col-md-6 intro-pic wow slideInLeft">
<img src="images/ipad.jpg" alt="ipad" class="img-responsive">
</div>
<!-- /.intro content -->
<div class="col-md-6 wow slideInRight">
<h2>How Does the Tool Work?</h2>
<p>
With a four step approach, DBpedia Spotlight performs named <u>entity extraction</u>, including <u>entity detection</u> and <u>name resolution</u>. It can also be used for <u>named entity recognition</u> , amongst other <u>information extraction</u> tasks.
</p>
<div class="btn-section"><a href="#feature" class="btn-default">Learn More</a></div>
</div>
</div>
</div>
</div>
<!-- /.feature section -->
<div id="feature">
<div class="container">
<div class="row">
<div class="col-md-10 col-md-offset-1 col-sm-12 text-center feature-title">
<!-- /.feature title -->
<h2>Enrich your content and take advantage of Linked Open Data Cloud</h2>
<p>Empower the user experience reusing, interlinking and making semantic queries among high-quality open datasets, extract meaning from unstructured data.</p>
</div>
</div>
<div class="row row-feat">
<div class="col-md-4 text-center">
<!-- /.feature image -->
<div class="feature-img">
<img src="images/iphone.jpg" alt="iphone" class="img-responsive wow fadeInLeft">
</div>
</div>
<div class="col-md-8">
<!-- /.feature 1 -->
<div class="col-sm-6 feat-list">
<i class="pe-7s-search pe-5x pe-va wow fadeInUp"></i>
<div class="inner">
<h4>SPOTTING</h4>
<p>Identification of surface forms substrings of the original input that may be entity mentions</p>
</div>
</div>
<!-- /.feature 2 -->
<div class="col-sm-6 feat-list">
<i class="pe-7s-check pe-5x pe-va wow fadeInUp" data-wow-delay="0.2s"></i>
<div class="inner">
<h4>CANDIDATE SELECTION</h4>
<p>Selecting a set of surface forms from step 1 along with the DBpedia resources that are candidate meanings for those surface forms</p>
</div>
</div>
<!-- /.feature 3 -->
<div class="col-sm-6 feat-list">
<i class="pe-7s-usb pe-5x pe-va wow fadeInUp" data-wow-delay="0.4s"></i>
<div class="inner">
<h4>DISAMBIGUATION</h4>
<p>Deciding on the most likely candidate resource for each selected surface form</p>
</div>
</div>
<!-- /.feature 4 -->
<div class="col-sm-6 feat-list">
<i class="pe-7s-filter pe-5x pe-va wow fadeInUp" data-wow-delay="0.6s"></i>
<div class="inner">
<h4>FILTERING</h4>
<p>Adjusting the annotations to task-specific requirements according to user-provided configuration</p>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- /.feature 2 section -->
<div id="feature-2">
<div class="container">
<div class="row">
<!-- /.feature content -->
<div class="col-md-6 wow fadeInLeft">
<h2>Documentation</h2>
<p>Click to the links below to learn more about DBpedia Spotlight. In our wiki, you can find all information you need to use and integrate DBpedia Spotlight in your projects.
</p>
<div class="btn-section" style="float: left"><a href="http://www.dbpedia-spotlight.org/api" target="_blanck" class="btn-default">API</a></div>
<div class="btn-section" style="float: left"><a href="http://demo.dbpedia-spotlight.org/" target="_blanck" class="btn-default">Demo</a></div>
<!-- <div class="btn-section" style="float: left"><a href="http://demo.spotlight-dbpedia.org/" target="_blanck" class="btn-default">Demo</a></div> -->
<!-- <div class="btn-section" style="float: left"><a href="http://status.dbpedia-spotlight.org/" target="_blanck" class="btn-default">Status</a></div> -->
<div class="btn-section" style="float: left"><a href="https://stats.uptimerobot.com/zv1QpHxy6" target="_blanck" class="btn-default">Status</a></div>
<!-- <div class="btn-section" style="float: left"><a href="http://status.spotlight-dbpedia.org/" target="_blanck" class="btn-default">Status</a></div> -->
<div class="btn-section" style="float: left"><a href="http://www.dbpedia-spotlight.org/faq" target="_blanck" class="btn-default">FAQ</a></div>
</div>
<!-- /.feature image -->
<div class="col-md-6 feature-2-pic wow fadeInRight">
<img src="images/macbook.jpg" alt="macbook" class="img-responsive">
</div>
</div>
</div>
</div>
<!-- /.contribute section -->
<div id="contribute">
<div class="container">
<div class="col-md-10 col-md-offset-1 col-sm-12 feature-title">
<h2 class="wow fadeInLeft text-center">Contribute to improve DBpedia Spotlight</h2>
<div class="contribute-line wow fadeInRight"></div>
<h3 class="wow fadeInLeft">If you find/discover any problem, bug or a possible improvement to DBpedia Spotlight please, make it publish through the <a href="https://forum.dbpedia.org/c/services/dbpedia-spotlight/40">DBpedia forum</a>, don't forget to sign up and be part of the DBpedia community.</h3> <!--The following is an example of an open opportunity to contribute:</h3>-->
<!-- <h3 class="wow fadeInLeft">The <a href="https://forum.dbpedia.org/t/tasks-for-volunteers/163">Languages with missing redirects/disambiguations/instance-types</a> is an example of open opportunity to contribute with the community.</h3> -->
<!-- <div class="wow fadeInRight btn-section text-center" style="float: center"><a href="https://forum.dbpedia.org/t/tasks-for-volunteers/163" target="_blanck" class="btn-default">Languages with missing redirects/disambiguations/instance-types</a></div> -->
</div>
</div>
</div>
<!-- /.download section -->
<div id="download">
<div class=" fullscreen parallax" data-img-width="2000" data-img-height="1333" data-diff="100">
<div class="container">
<div class="col-md-10 col-md-offset-1 col-sm-12 text-center feature-title">
<h2 class="wow fadeInRight">Acknowledgements</h2>
<p class=" wow fadeInLeft">This work has been partially funded by</p>
</div>
<div class="col-md-10 col-md-offset-1 col-sm-12 text-center">
<img alt="University of Mannheim" src="images/logos/00_UM_Dachmarke_EN_RGB.png" class="wow fadeInUp">
<img alt="Freie Universität Berlin" src="images/logos/freie_universitat.png" class="wow fadeInUp">
<img alt="IKE" src="images/logos/iks_logo.png" class="wow fadeInUp">
<img alt="Globo" src="images/logos/images.png" class="wow fadeInUp">
<img alt="LOD" src="images/logos/lod2-webinar-cubeviz-130529094109-phpapp01-thumbnail-4.png" class="wow fadeInUp">
<img alt="UFJF" src="images/logos/Logo_da_UFJF.png" class="wow fadeInUp">
<img alt="Dicode" src="images/logos/logo_dicode_72.png" class="wow fadeInUp">
<img alt="Neofonie" src="images/logos/neofonie-logo.png" class="wow fadeInUp">
<img alt="Sztaki" src="images/logos/SZTAKI_logo.png" class="wow fadeInUp">
</div>
</div>
</div>
</div>
<!-- /.testimonial section -->
<div id="testi">
<div class="container">
<div class="text-center">
<h2 class="wow fadeInLeft">Publications</h2>
<div class="title-line wow fadeInRight"></div>
</div>
<div class="row">
<div class="col-sm-10 col-sm-offset-1">
<div id="owl-testi" class="owl-carousel owl-theme wow fadeInUp">
<!-- /.testimonial 1 -->
<div class="testi-item">
<div class="box">
<h3 class="text-center">Improving Efficiency and Accuracy. in Multilingual Entity Extraction</h3>
<!-- /.testimonial content -->
<p class="message text-center">
There has recently been an increased interest in named entity recognition and disambiguation systems at major conferences such as WWW, SIGIR, ACL, KDD, etc. However, most work has focused on algorithms and evaluations, leaving little space for implementation
details. In this paper, we discuss some implementation and data processing challenges we encountered while developing a new multilingual version of DBpedia Spotlight that is faster, more accurate and easier to configure [...]
</p>
</div>
<div class="client-info text-center">
<a href="http://jodaiber.de/doc/entity.pdf" target="_blanck">Get more <span class="company">here</span> </a>
</div>
</div>
<!-- /.testimonial 2 -->
<div class="testi-item">
<div class="box">
<h3 class="text-center">DBpedia Spotlight: Shedding Light on the Web of Documents</h3>
<!-- /.testimonial content -->
<p class="message text-center">
Interlinking text documents with Linked Open Data enables the Web of Data to be used as background knowledge within document-oriented applications such as search and faceted browsing. As a step towards interconnecting the Web of Documents with the Web
of Data, we developed DBpedia Spotlight, a system for automatically annotating text documents with DBpedia URIs. DBpedia Spotlight allows users to configure the annotations to their specific needs through the DBpedia
Ontology and quality measures such as prominence, topical pertinence, contextual ambiguity and disambiguation confidence. [...]
</p>
</div>
<div class="client-info text-center">
<a href="docs/spotlight.pdf" target="_blanck">Get more <span class="company">here</span> </a>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- /.client section -->
<div id="client">
<div class="container">
<div class="row">
<div class="col-sm-4 text-center">
<h3>FEATURED BY</h3>
<a href="http://www.fu-berlin.de/" title="Freie Universität Berlin: Startseite"><img alt="Freie Universität Berlin: Startseite" src="images/freie.png" class="wow fadeInUp"></a>
<a href="http://www.uni-leipzig.de/" title="Universität Leipzig"><img alt="Universität Leipzig" src="images/universitat-leipzig.png" class="wow fadeInUp"></a>
<a href="http://infai.org/en/" title="Infai"><img width="50%" height="50%" alt="client" src="https://infai.org/wp-content/uploads/2017/09/InfAI-Logo-mobile.png" class="wow fadeInUp animated" style="visibility: visible; animation-name: fadeInUp;"></a>
</div>
<div class="col-sm-4 text-center">
<h3>SUPPORTED BY</h3>
<a href="https://www.jetbrains.com/" title="JetBrains">
<svg viewBox="0 0 120.1 130.2" id="jetbrains" width="30%" height="30%"><path d="M118.6,71.8c0.9-0.8,1.4-1.9,1.5-3.2c0.1-2.6-1.8-4.7-4.4-4.9 c-1.2-0.1-2.4,0.4-3.3,1.1l0,0l-83.8,45.9c-1.9,0.8-3.6,2.2-4.7,4.1c-2.9,4.8-1.3,11,3.6,13.9c3.4,2,7.5,1.8,10.7-0.2l0,0l0,0 c0.2-0.2,0.5-0.3,0.7-0.5l78-54.8C117.3,72.9,118.4,72.1,118.6,71.8L118.6,71.8L118.6,71.8z" fill="url(#jetbrains_a)"></path><path d="M118.8,65.1L118.8,65.1L55,2.5C53.6,1,51.6,0,49.3,0 c-4.3,0-7.7,3.5-7.7,7.7v0c0,2.1,0.8,3.9,2.1,5.3l0,0l0,0c0.4,0.4,0.8,0.7,1.2,1l67.4,57.7l0,0c0.8,0.7,1.8,1.2,3,1.3 c2.6,0.1,4.7-1.8,4.9-4.4C120.2,67.3,119.7,66,118.8,65.1z" fill="url(#jetbrains_b)"></path><path d="M57.1,59.5C57,59.5,17.7,28.5,16.9,28l0,0l0,0c-0.6-0.3-1.2-0.6-1.8-0.9 c-5.8-2.2-12.2,0.8-14.4,6.6c-1.9,5.1,0.2,10.7,4.6,13.4l0,0l0,0C6,47.5,6.6,47.8,7.3,48c0.4,0.2,45.4,18.8,45.4,18.8l0,0 c1.8,0.8,3.9,0.3,5.1-1.2C59.3,63.7,59,61,57.1,59.5z" fill="url(#jetbrains_c)"></path><path d="M49.3,0c-1.7,0-3.3,0.6-4.6,1.5L4.9,28.3c-0.1,0.1-0.2,0.1-0.2,0.2l-0.1,0 l0,0c-1.7,1.2-3.1,3-3.9,5.1C-1.5,39.4,1.5,45.9,7.3,48c3.6,1.4,7.5,0.7,10.4-1.4l0,0l0,0c0.7-0.5,1.3-1,1.8-1.6l34.6-31.2l0,0 c1.8-1.4,3-3.6,3-6.1v0C57.1,3.5,53.6,0,49.3,0z" fill="url(#jetbrains_d)"></path><path fill="#000" d="M34.6 37.4H85.6V88.4H34.6z"></path><path fill="#FFF" d="M39 78.8H58.1V82H39z"></path><g fill="#FFF"><path d="M38.8,50.8l1.5-1.4c0.4,0.5,0.8,0.8,1.3,0.8c0.6,0,0.9-0.4,0.9-1.2l0-5.3l2.3,0 l0,5.3c0,1-0.3,1.8-0.8,2.3c-0.5,0.5-1.3,0.8-2.3,0.8C40.2,52.2,39.4,51.6,38.8,50.8z"></path><path d="M45.3,43.8l6.7,0v1.9l-4.4,0V47l4,0l0,1.8l-4,0l0,1.3l4.5,0l0,2l-6.7,0 L45.3,43.8z"></path><path d="M55,45.8l-2.5,0l0-2l7.3,0l0,2l-2.5,0l0,6.3l-2.3,0L55,45.8z"></path><path d="M39,54l4.3,0c1,0,1.8,0.3,2.3,0.7c0.3,0.3,0.5,0.8,0.5,1.4v0 c0,1-0.5,1.5-1.3,1.9c1,0.3,1.6,0.9,1.6,2v0c0,1.4-1.2,2.3-3.1,2.3l-4.3,0L39,54z M43.8,56.6c0-0.5-0.4-0.7-1-0.7l-1.5,0l0,1.5 l1.4,0C43.4,57.3,43.8,57.1,43.8,56.6L43.8,56.6z M43,59l-1.8,0l0,1.5H43c0.7,0,1.1-0.3,1.1-0.8v0C44.1,59.2,43.7,59,43,59z"></path><path d="M46.8,54l3.9,0c1.3,0,2.1,0.3,2.7,0.9c0.5,0.5,0.7,1.1,0.7,1.9v0 c0,1.3-0.7,2.1-1.7,2.6l2,2.9l-2.6,0l-1.7-2.5h-1l0,2.5l-2.3,0L46.8,54z M50.6,58c0.8,0,1.2-0.4,1.2-1v0c0-0.7-0.5-1-1.2-1 l-1.5,0v2H50.6z"></path><path d="M56.8,54l2.2,0l3.5,8.4l-2.5,0l-0.6-1.5l-3.2,0l-0.6,1.5l-2.4,0L56.8,54z M58.8,59l-0.9-2.3L57,59L58.8,59z"></path><path d="M62.8,54l2.3,0l0,8.3l-2.3,0L62.8,54z"></path><path d="M65.7,54l2.1,0l3.4,4.4l0-4.4l2.3,0l0,8.3l-2,0L68,57.8l0,4.6l-2.3,0L65.7,54z"></path><path d="M73.7,61.1l1.3-1.5c0.8,0.7,1.7,1,2.7,1c0.6,0,1-0.2,1-0.6v0 c0-0.4-0.3-0.5-1.4-0.8c-1.8-0.4-3.1-0.9-3.1-2.6v0c0-1.5,1.2-2.7,3.2-2.7c1.4,0,2.5,0.4,3.4,1.1l-1.2,1.6 c-0.8-0.5-1.6-0.8-2.3-0.8c-0.6,0-0.8,0.2-0.8,0.5v0c0,0.4,0.3,0.5,1.4,0.8c1.9,0.4,3.1,1,3.1,2.6v0c0,1.7-1.3,2.7-3.4,2.7 C76.1,62.5,74.7,62,73.7,61.1z"></path></g></svg>
</a>
</div>
<div class="col-sm-4 text-center">
<h3>HOSTING</h3>
<a href="https://www.rnp.br/" title="Rnp"> <img alt="Rnp" src="images/rnp.png" class="wow fadeInUp"></a>
</div>
</div>
</div>
</div>
<!-- /.contact section -->
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