{"id":280,"date":"2018-10-30T05:50:20","date_gmt":"2018-10-30T05:50:20","guid":{"rendered":"https:\/\/spectdata.com\/?page_id=280"},"modified":"2018-11-03T10:59:12","modified_gmt":"2018-11-03T10:59:12","slug":"automatic-classification-of-news","status":"publish","type":"page","link":"https:\/\/spectdata.com\/index.php\/case-studies\/automatic-classification-of-news\/","title":{"rendered":"Automatic Classification of News"},"content":{"rendered":"<p>Manual reading and selection of news articles are time-consuming. It is i<span style=\"font-size: 16px;\">mpossible for a person to monitor hundreds of news sources. However, it is i<\/span><span style=\"font-size: 16px;\">mportant for government officials to keep abreast of news development.\u00a0 This case study discusses the benefits of an automated news article classifier.<\/span><\/p>\n<p><!--more--><\/p>\n<p><strong>Industry<\/strong><\/p>\n<ul>\n<li>Government<\/li>\n<\/ul>\n<p><strong>Time Frame<\/strong><\/p>\n<ul>\n<li>July 2018 &#8211; present<\/li>\n<\/ul>\n<p><strong>Area of Expertise<\/strong><\/p>\n<ul>\n<li>Artificial intelligence<\/li>\n<\/ul>\n<p><strong>Responsible for<\/strong><\/p>\n<ul>\n<li>Select and build models using algorithms that are usable for natural language<\/li>\n<li>Automated download, classification and archival of news articles<\/li>\n<\/ul>\n<p><strong>Approach<\/strong><\/p>\n<ul>\n<li>Discovery: Benefits to various teams<\/li>\n<li>Prototype: Automated articles download pipeline. Build model and observe performance<\/li>\n<li>Production: Cloud hosted fully automated solution<\/li>\n<li>Monitoring: Articles upload report<\/li>\n<\/ul>\n<p><strong>Outcomes and Benefits<\/strong><\/p>\n<ul>\n<li>Fully automated system<\/li>\n<li>Ability to monitor more news sources<\/li>\n<li>Set up a repository of news articles available for future analysis<\/li>\n<\/ul>\n<p><a href=\"https:\/\/spectdata.com\/wp-content\/uploads\/2018\/10\/Automatic-classification-of-news.pdf\">Download PDF<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Manual reading and selection of news articles are time-consuming. It is impossible for a person to monitor hundreds of news sources. However, it is important for government officials to keep abreast of news development.\u00a0 This case study discusses the benefits of an automated news article classifier.<\/p>\n","protected":false},"author":2,"featured_media":307,"parent":303,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-280","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P9PSm6-4w","_links":{"self":[{"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/pages\/280","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/comments?post=280"}],"version-history":[{"count":10,"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/pages\/280\/revisions"}],"predecessor-version":[{"id":344,"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/pages\/280\/revisions\/344"}],"up":[{"embeddable":true,"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/pages\/303"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/media\/307"}],"wp:attachment":[{"href":"https:\/\/spectdata.com\/index.php\/wp-json\/wp\/v2\/media?parent=280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}