KBpedia - Background Story

<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01//EN">    <html lang="en">  <head> <title>KBpedia - Background Story </title> <link rel="alternate" type="application/rss+xml" title="" href="/resources/feeds/news.xml" />  <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta name="description" content=""> <meta name="author" content="">  <link rel="shortcut icon" href="/favicon.ico">  <link rel="stylesheet" href="/assets/plugins/bootstrap/css/bootstrap.min.css"> <link rel="stylesheet" href="/assets/css/style.css">  <link rel="stylesheet" href="/assets/plugins/line-icons/line-icons.css"> <link rel="stylesheet" href="/assets/plugins/font-awesome/css/font-awesome.min.css">  <link rel="stylesheet" href="/assets/css/theme-colors/blue.css"> <link rel="stylesheet" href="/assets/css/footers/footer-v1.css"> <link rel="stylesheet" href="/assets/css/headers/header-v1.css">  <link rel="stylesheet" href="/css/custom.css"> <meta property="og:site_name" content="KBpedia"/> </head> <body> <div class="wrapper"> <div class="header-v1">  <div class="topbar"> <div class="container"> <div class="col-md-1"> </div> <a class="navbar-brand" href="/"> <img id="logo-header" src="/imgs/kbpedia-logo-420-horz.png" height="75" alt="KBpedia Knowledge Structure" name="logo-header"> </a> </div> </div>  <div class="navbar navbar-default mega-menu" role="navigation"> <div class="container">  <div class="navbar-header"> <button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-responsive-collapse"> <span class="sr-only">Toggle navigation</span> </button> </div> <div style="clear:both; height: 1px;">   </div>  <div class="col-md-1">   </div> <div class="collapse navbar-collapse navbar-responsive-collapse col-md-10"> <ul class="nav navbar-nav pull-left">  <li> <a href="/">Home</a> </li>  <li> <a href="/knowledge-graph/">knowledge Graph</a> </li> <li> <a href="http://sparql.kbpedia.org/">SPARQL</a> </li>  <li class="dropdown"> <a href="/background/">Background</a> <ul class="dropdown-menu"> <li> <a href="/background/overview/">Overview</a> </li> <li> <a href="/background/features-and-benefits/">Features & Benefits</a> </li> <li> <a href="/background/data-and-knowledge-structures/">Data and Knowledge Structures</a> </li> <li> <a href="/background/technology/">Technology</a> </li> <li> <a href="/background/machine-learning/">Machine Learning</a> </li> <li> <a href="/background/uses/">Uses</a> </li> </ul> </li> <li class="dropdown"> <a href="/use-cases/">Use Cases</a> <ul class="dropdown-menu"> <li class="dropdown-submenu"> <a href="/use-cases/knowledge-graph/">Knowledge Graph (KG)</a> <ul class="dropdown-menu"> <li><a href="/use-cases/browse-the-knowledge-graph/">Browse the Knowledge Graph</a></li> <li><a href="/use-cases/search-the-knowledge-graph/">Search the Knowledge Graph</a></li> <li><a href="/use-cases/expand-queries-using-semsets/">Expand Queries Using Semsets</a></li> <li><a href="/use-cases/use-and-control-of-inferencing/">Uses and Control of Inferencing</a></li> </ul> </li> <li class="dropdown-submenu"> <a href="/use-cases/machine-learning-use-case/">Machine Learning (KBAI)</a> <ul class="dropdown-menu"> <li><a href="/use-cases/text-classification-using-esa-and-svm/">Create Supervised Learning Training Sets</a></li> <li><a href="/use-cases/document-specific-word2vec-training-corpuses/">Create Word Embedding Corpuses</a></li> <li><a href="/use-cases/extending-kbpedia-with-kbpedia-categories/">Create Graph Embedding Corpuses</a></li> <li><a href="/use-cases/text-classification-using-esa-and-svm/">Classify Text</a></li> <li><a href="/use-cases/dynamic-machine-learning/">Create 'Gold Standards' for Tuning Learners</a></li> <li><a href="/use-cases/disambiguating-kbpedia-knowledge-graph-concepts/">Disambiguate KG Concepts</a></li> <li><a href="/use-cases/dynamic-machine-learning/">Dynamic Machine Learning Using the KG</a></li> </ul> </li> <li class="dropdown-submenu"> <a href="/use-cases/mapping-use-case/">Mapping</a> <ul class="dropdown-menu"> <li><a href="/use-cases/mapping-external-data-and-schema/">Map Concepts</a></li> <li><a href="/use-cases/extending-kbpedia-with-kbpedia-categories/">Extend KBpedia with Wikipedia</a></li> <li><a href="/use-cases/benefits-from-extending-kbpedia-with-private-datasets/">Extend KBpedia for Domains</a></li> <li><a href="/use-cases/mapping-external-data-and-schema/">General Use of the Mapper</a></li> </ul> </li> </ul> </li> <li class="dropdown"> <a href="/resources/">Resources</a> <ul class="dropdown-menu"> <li><a href="/resources/downloads/">Download KBpedia</a></li> <li><a href="/resources/about/">About KBpedia</a></li> <li><a href="/resources/faq/">KBpedia FAQ</a></li> <li><a href="/resources/news/">News About KBpedia</a></li> <li><a href="/resources/statistics/">KBpedia Statistics</a></li> <li><a href="/resources/documentation/">Additional Documentation</a></li> <li><a href="/resources/support/">Support for KBpedia</a>.</li> </ul> </li> </ul> </div> <div class="col-md-1">   </div> </div> </div> </div>  <div class="breadcrumbs"> <div class="container"> <div class="col-md-1">   </div> <div class="col-md-10"> <h1 class="pull-left"></h1> <ul class="pull-right breadcrumb"> <li>Background</li> <li class="active">Overview</li> </ul> </div> <div class="col-md-1">   </div> </div> </div>    <div class="container content"> <div class="row"> <div class="col-md-2">   </div> <div class="col-md-8"> <h2>Overview</h2> <p> Artificial intelligence and machine learning are bringing a revolution to knowledge discovery, management and integration. Though improved algorithms and faster graphics chips have been contributors, arguably the most important factor in AI's recent renaissance has been the availability of massive electronic datasets upon which to train the machine learners. Wikipedia and statistical analysis of search engine databases have been notable contributors to knowledge management (KM) and natural language processing (NLP).<sup>[<a href="#ref-1">1</a>]</sup> </p> <p> Yet, despite the evidence for the importance of knowledge-based artificial intelligence to these recent advances, the actual approach to KBAI has been <i>ad hoc</i> and fragmented. What has been lacking is a systematic approach to stage knowledge bases for the explicit purpose of driving artificial intelligence applications. </p> <p> That is, until now. </p> <p> KBpedia re-purposes the information within seven (7) large-scale, public knowledge bases for KBAI with an architecture and suite of Web services and APIs for knowledge discovery and management. The resulting knowledge structure is an unparalleled resource for driving new knowledge management and data interoperability capabilities. KBpedia helps bring meaningful AI development into the hands of any organization. </p> </div> <div class="col-md-2">   </div> </div> <div class="row"> </div> <div class="row"> <div class="col-md-2">   </div> <div class="col-md-8"> <a href="/background/features-and-benefits/" class="btn rounded btn-info pull-right">Continue with the story <i class="fa fa-arrow-right"></i></a> </div> <div class="col-md-2">   </div> </div> <div class="row"> </div> <div class="row"> <div class="col-md-2">   </div> <div class="col-md-8"> <h6><a id="ref-1">1.</a> Image and voice recognition have benefited from their own separate datasets, such as <a href="http://www.image-net.org/">ImageNet</a>.</h6> </div> <div class="col-md-2">   </div> </div> </div>  <div class="footer-v1"> <div class="footer"> <div class="container"> <div class="row">  <div class="col-md-3 md-margin-bottom-40"> <table> <tbody><tr> <td> <a href="/"> <img id="logo-footer" class="footer-logo" src="/imgs/logo-simple-purple.png" alt="" name="logo-footer"> </a> </td> </tr> <tr> <td> <center> <p> KBpedia </p> </center> </td> </tr> </tbody></table> <p style="font-size: 0.85em;"> KBpedia exploits large-scale knowledge bases and semantic technologies for machine learning, data interoperability and mapping, and fact extraction and tagging. </p> </div>   <div class="col-md-3 md-margin-bottom-40"> <div class="posts"> <div class="headline"> <h2> Latest News </h2> </div> <ul class="list-unstyled latest-list">  <li> <a href="https://kbpedia.org/resources/news/kbpedia-adds-ecommerce/">KBpedia Adds Major eCommerce Capabilities</a> <small>06/15/2020</small> </li>  <li> <a href="http://kbpedia.org/resources/news/kbpedia-continues-quality-improvements/">KBpedia Continues Quality Improvements</a> <small>12/04/2019</small> </li>  <li> <a href="http://kbpedia.org/resources/news/wikidata-coverage-nearly-complete/">Wikidata Coverage Nearly Complete (98%)</a> <small>04/08/2019</small> </li> </ul> </div> </div> <div class="col-md-3 md-margin-bottom-40"> <div class="headline"> <h2> Other Resources </h2> </div> <ul class="list-unstyled link-list"> <li> <a href="/resources/about/">About</a> </li> <li> <a href="/resources/faq/">FAQ</a> </li> <li> <a href="/resources/news/">News</a> </li> <li> <a href="/use-cases/">Use Cases</a> </li> <li> <a href="/resources/documentation/">Documentation</a> </li> <li> <a href="/resources/privacy/">Privacy</a> </li> <li> <a href="/resources/terms-of-use/">Terms of Use</a> </li> </ul> </div>  <div class="col-md-3 map-img md-margin-bottom-40"> <div class="headline"> <h2> Contact Us </h2> </div> <address class="md-margin-bottom-40"> c/o <a href="mailto:info@mkbergman.com?subject=KBpedia%20Inquiry">Michael K. Bergman</a> <br> 380 Knowling Drive <br> Coralville, IA 52241 <br> U.S.A. <br> Voice: +1 319 621 5225 </address> </div>  </div> </div> </div> <div class="copyright"> <div class="container"> <div class="row"> <div class="col-md-7"> <p class="copyright" style="font-size: 10px;"> 2016-2022 漏 <a href="http://kbpedia.org" style="font-size: 10px;">Michael K. Bergman.</a> All Rights Reserved. </p> </div>  <div class="col-md-5"> <ul class="footer-socials list-inline"> <li> <a href="/resources/feeds/news.xml" class="tooltips" data-toggle="tooltip" data-placement="top" title="" data-original-title="RSS feed"> <i class="fa fa-rss-square"></i> </a> <br></li> <li> <a href="http://github.com/Cognonto" class="tooltips" data-toggle="tooltip" data-placement="top" title="" data-original-title="Github"> <i class="fa fa-github"></i> </a> <br></li> <li> <a href="http://twitter.com/cognonto" class="tooltips" data-toggle="tooltip" data-placement="top" title="" data-original-title="Twitter"> <i class="fa fa-twitter"></i> </a> <br></li> </ul> </div>  </div> </div> </div> </div>   <script type="text/javascript" src="/assets/plugins/jquery/jquery.min.js"></script> <script type="text/javascript" src="/assets/plugins/jquery/jquery-migrate.min.js"></script> <script type="text/javascript" src="/assets/plugins/bootstrap/js/bootstrap.min.js"></script>  <script type="text/javascript" src="/assets/plugins/back-to-top.js"></script>  <script type="text/javascript" src="/assets/js/custom.js"></script>  <script type="text/javascript" src="/assets/js/app.js"></script>  <script type="text/javascript" src="/assets/plugins/smoothScroll.js"></script> <script type="text/javascript" src="/assets/plugins/owl-carousel/owl-carousel/owl.carousel.js"></script> <script type="text/javascript" src="/assets/plugins/layer-slider/layerslider/js/greensock.js"></script> <script type="text/javascript" src="/assets/plugins/layer-slider/layerslider/js/layerslider.transitions.js"></script> <script type="text/javascript" src="/assets/plugins/layer-slider/layerslider/js/layerslider.kreaturamedia.jquery.js"></script>  <script type="text/javascript" src="/assets/js/custom.js"></script>  <script type="text/javascript" src="/assets/js/plugins/layer-slider.js"></script> <script type="text/javascript" src="/assets/js/plugins/style-switcher.js"></script> <script type="text/javascript" src="/assets/js/plugins/owl-carousel.js"></script> <script type="text/javascript" src="/assets/js/plugins/owl-recent-works.js"></script> <script type="text/javascript"> jQuery(document).ready(function() { App.init(); LayerSlider.initLayerSlider(); StyleSwitcher.initStyleSwitcher(); OwlCarousel.initOwlCarousel(); OwlRecentWorks.initOwlRecentWorksV2(); }); </script>   <script> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','https://www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-84405507-1', 'auto'); ga('send', 'pageview'); </script>

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KBpedia - Background Story