Abstract

Abstract:- Data mining is one ofthe extensive practices that is used for handling enormous amount of data. Datacommonly can be of any type which is haphazard and needs formatting andinterrelation. Here is when we have concepts like summarization, semanticfeature extraction and classification. Summarization systems are nothing butsystems that involve sentence extraction and interrelation that can be used inlarge online analysis systems or online word extraction systems that involvemapping and classify words. sentiment level analysis, polling online news,question-answering systems are few of the applications where summarization isdone either at word level or sentence level. Sentence level summarizationincludes degrading and refining the semantic structure in a way that helps ussimplify the summarization.