{"id":273,"date":"2018-04-25T00:44:00","date_gmt":"2018-04-25T00:44:00","guid":{"rendered":"http:\/\/ai.intelligentonlinetools.com\/ml\/?p=273"},"modified":"2018-04-28T12:53:33","modified_gmt":"2018-04-28T12:53:33","slug":"text-summarization-online","status":"publish","type":"post","link":"http:\/\/ai.intelligentonlinetools.com\/ml\/text-summarization-online\/","title":{"rendered":"Automatic Text Summarization Online"},"content":{"rendered":"<div class=\"iuvaf69f23730ac5f1\" ><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<!-- Text analytics techniques 728_90 horizontal top -->\n<ins class=\"adsbygoogle\"\n     style=\"display:inline-block;width:728px;height:90px\"\n     data-ad-client=\"ca-pub-3416618249440971\"\n     data-ad-slot=\"2926649501\"><\/ins>\n<script>\n(adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/div><style type=\"text\/css\">\r\n.iuvaf69f23730ac5f1 {\r\nmargin: 5px; padding: 0px;\r\n}\r\n@media screen and (min-width: 1201px) {\r\n.iuvaf69f23730ac5f1 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.iuvaf69f23730ac5f1 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.iuvaf69f23730ac5f1 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.iuvaf69f23730ac5f1 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.iuvaf69f23730ac5f1 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<p>In the previous post  <a href=\"http:\/\/ai.intelligentonlinetools.com\/ml\/text-summarization\/\" target=\"_blank\">Automatic Text Summarization with Python<\/a> I showed how to use different python libraries for text summarization.   Recently I added text summarization modules to online site <a href=\"http:\/\/intelligentonlinetools.com\/cgi-bin\/analytics\/ml.cgi\" target=\"_blank\">Online Machine Learning Algorithms<\/a>.   So now you can play with text summarization modules online and select best summary generator. This service is the free tool that allows to run some algorithms without coding or installing software modules. <\/p>\n<p>Below are the steps how to use online text summarizer models of Machine Learning Algorithms tool.<\/p>\n<h2>How to use online text summarizer algorithms<\/h2>\n<p>1. Access the link Online Machine Learning Algorithms :  <a href=\"http:\/\/intelligentonlinetools.com\/cgi-bin\/analytics\/ml.cgi\" target=\"_blank\">Online Machine Learning Algorithms<\/a> tool.<br \/>\n Select text summarization algorithm that you want to run. There is one available with gensim and 3 with sumy python modules. We will use Luhn text summarizer algorithm. The algorithms from gensim and sumy python modules are still widely used in automatic text summarization which is part of the field of natural language processing.<\/p>\n<figure id=\"attachment_279\" aria-describedby=\"caption-attachment-279\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2018\/04\/running-text-summarization-step1-e1524786811137.png\" alt=\"Running online text summarization step1\" width=\"590\" height=\"542\" class=\"size-full wp-image-279\" \/><figcaption id=\"caption-attachment-279\" class=\"wp-caption-text\">Running online text summarization step1<\/figcaption><\/figure>\n<p>2. Input the data that you want to run or click on Load Default Values.  Note that you need to enter about 10 sentences at least. It will not work if you enter just few words or just one sentence. <\/p>\n<figure id=\"attachment_280\" aria-describedby=\"caption-attachment-280\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2018\/04\/running-text-summarization-step2-e1524786954585.png\" alt=\"\" width=\"590\" height=\"406\" class=\"size-full wp-image-280\" \/><figcaption id=\"caption-attachment-280\" class=\"wp-caption-text\">Running online text summarization step2<\/figcaption><\/figure>\n<p>3. Click <em>Run now<\/em>.<\/p>\n<p>4. Click <em>View Run Results<\/em> link.<br \/>\n<figure id=\"attachment_281\" aria-describedby=\"caption-attachment-281\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/ai.intelligentonlinetools.com\/ml\/wp-content\/uploads\/2018\/04\/running-text-summarization-step3-e1524787078216.png\" alt=\"Running online text summarization -  example of output\" width=\"590\" height=\"177\" class=\"size-full wp-image-281\" \/><figcaption id=\"caption-attachment-281\" class=\"wp-caption-text\">Running online text summarization &#8211;  example of output<\/figcaption><\/figure><\/p>\n<p>5. Click <em>Refresh Page<\/em> button on this new page , you maybe will need click few times untill data output show up. Usually it takes less than 1 min, but it will depend how much data you need to process.<br \/>\nScroll to the bottom page to see results.<\/p>\n<p>If you try other text summarizers from this online tool you will see that there are some differences in generated text summaries.  <\/p>\n<h2>End Notes<\/h2>\n<p>In this post, we covered how to use online text summarizer models of Machine Learning Algorithms tool available <a href=\"http:\/\/intelligentonlinetools.com\/cgi-bin\/analytics\/ml.cgi\" target=\"_blank\">here<\/a> You can run online algorithms from gensim and sumy python modules.<br \/>\nFeel free to provide comments or suggestions.<\/p>\n<div class=\"sfkrh69f23730ac622\" ><center>\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<!-- Text analytics techniques link ads horizontal Medium after content -->\n<ins class=\"adsbygoogle\"\n     style=\"display:inline-block;width:468px;height:15px\"\n     data-ad-client=\"ca-pub-3416618249440971\"\n     data-ad-slot=\"5765984772\"><\/ins>\n<script>\n(adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-format=\"autorelaxed\"\n     data-ad-client=\"ca-pub-3416618249440971\"\n     data-ad-slot=\"3903486841\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n<\/center><\/div><style type=\"text\/css\">\r\n.sfkrh69f23730ac622 {\r\nmargin: 5px; padding: 0px;\r\n}\r\n@media screen and (min-width: 1201px) {\r\n.sfkrh69f23730ac622 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.sfkrh69f23730ac622 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.sfkrh69f23730ac622 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.sfkrh69f23730ac622 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.sfkrh69f23730ac622 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n","protected":false},"excerpt":{"rendered":"<p>In the previous post Automatic Text Summarization with Python I showed how to use different python libraries for text summarization. Recently I added text summarization modules to online site Online Machine Learning Algorithms. So now you can play with text summarization modules online and select best summary generator. This service is the free tool that &#8230; <a title=\"Automatic Text Summarization Online\" class=\"read-more\" href=\"http:\/\/ai.intelligentonlinetools.com\/ml\/text-summarization-online\/\" aria-label=\"More on Automatic Text Summarization Online\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"categories":[25],"tags":[31,32,26],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Automatic Text Summarization Online - Text Analytics Techniques<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ai.intelligentonlinetools.com\/ml\/text-summarization-online\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Automatic Text Summarization Online - Text Analytics Techniques\" \/>\n<meta property=\"og:description\" content=\"In the previous post Automatic Text Summarization with Python I showed how to use different python libraries for text summarization. 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