High Impact Factor : 4.396 icon | Submit Manuscript Online icon |

proposed methodology of text summarization of novel text using outlier detection


Divya Goyal , Lovely Professional University, Phagwara; hardeep singh, lovely professional university, phagwara


Conditional Random Field, Data mining, Outlier detection , Text Summarization, Sliding Window


in this paper we will discuss the analysis and generation part of the algorithm and database, which are necessary conditions for any implementation. As per the name suggest, our main goal is the detection of outliers and generation of summary with the remaining text. In previous paper we had already discussed the basic techniques already used in Outlier Detection and text summarization. We successfully make an algorithm using hybrid approach of Conditional random field and Sliding window concept about which we think previous. Conditional Random field is used for Counterpart and Sliding window help to get the variable size of Sentence.

Other Details

Paper ID: IJSRDV2I3070
Published in: Volume : 2, Issue : 3
Publication Date: 01/06/2014
Page(s): 191-198

Article Preview

Download Article