An Automatic Summary Creating System Based On Natural Language Processing

  • Sonal Sawlani, Dr. Kapil Wankhade, et. al.


Automatic summarization is the process of shortening a document by a computer program in order to form summary which represent reasonable and expressive the most essential information from the original document. So document summarization is a rising technique for understanding the main purpose of any kind of document. Here we propose a text raking approach for document summarization. Text Rank is an algorithm encouraged by Googles PageRank algorithm that helps identity key sentences from a paragraph. The idea behind this algorithm is that the sentences that is equivalent to most other sentences in the paragraph is probably the most essential sentence from the paragraph. All these sentences are then used to generate summary.The aim of this project is to generate summary of input document and understand overall concept of the document and represent whole concept in the form of summary.