<?xml version="1.0" encoding="utf-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Recent changes to AutomaticSummarization</title><link>https://sourceforge.net/p/webtextanalysis/wiki/AutomaticSummarization/</link><description>Recent changes to AutomaticSummarization</description><atom:link href="https://sourceforge.net/p/webtextanalysis/wiki/AutomaticSummarization/feed" rel="self"/><language>en</language><lastBuildDate>Tue, 20 May 2014 08:56:23 -0000</lastBuildDate><atom:link href="https://sourceforge.net/p/webtextanalysis/wiki/AutomaticSummarization/feed" rel="self" type="application/rss+xml"/><item><title>AutomaticSummarization modified by Kostia</title><link>https://sourceforge.net/p/webtextanalysis/wiki/AutomaticSummarization/</link><description>&lt;div class="markdown_content"&gt;&lt;h2 id="automatic-summarization"&gt;Automatic Summarization&lt;/h2&gt;
&lt;p&gt;Automatically create a summary extracting the most significant sentences in a text. &lt;/p&gt;
&lt;p&gt;Summaries may be produced from a single document or multiple documents. &lt;/p&gt;
&lt;p&gt;A very good survey on this theme is the work done at the &lt;a class="" href="http://www.cs.cmu.edu/~nasmith/LS2/das-martins.07.pdf" rel="nofollow"&gt;Carnegie Mellon University&lt;/a&gt;. &lt;/p&gt;
&lt;h3 id="single-document-summary"&gt;Single Document Summary&lt;/h3&gt;
&lt;p&gt;The following techniques (both focused on technical documents) are currently implemented: &lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;H. P. Luhn (April 1958). &lt;a class="" href="http://www.research.ibm.com/journal/rd/022/luhn.pdf" rel="nofollow"&gt;The Automatic Creation of Literature Abstracts&lt;/a&gt;. IBM Journal: 159â€"165.&amp;lt;/li&amp;gt;&lt;/li&gt;
&lt;li&gt;Oliveira, P.C.F., Ahmad, K., &amp;amp; Gillam, L. (2002), &lt;a class="" href="http://www.computing.surrey.ac.uk/ai/TKE/Summarization.doc" rel="nofollow"&gt;A financial news summarization system based on lexical cohesion&lt;/a&gt;, Proc. TKE2002, Nancy, France. &lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id="multiple-document-summary"&gt;Multiple Document Summary&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;Lex Rank: &lt;a class="" href="http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=18FD35E27F54A0B76359DA12E389BADC?doi=10.1.1.76.9855&amp;amp;rep=rep1&amp;amp;type=pdf" rel="nofollow"&gt;http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=18FD35E27F54A0B76359DA12E389BADC?doi=10.1.1.76.9855&amp;amp;rep=rep1&amp;amp;type=pdf&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;MEAD: &lt;a href="http://clair.si.umich.edu/~radev/papers/centroid.pdf" rel="nofollow"&gt;http://clair.si.umich.edu/~radev/papers/centroid.pdf&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;/div&gt;</description><dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/">Kostia</dc:creator><pubDate>Tue, 20 May 2014 08:56:23 -0000</pubDate><guid>https://sourceforge.net0e8ab20821d6bf05950ae1ff785d1655a0e74c4d</guid></item></channel></rss>