e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Apr 2019 - Volume 10, Issue 2
Deadline: 5 Apr 2019
Notification: 15 Apr 2019
Publication: 30 Apr 2019

June 2019 - Volume 10, Issue 3
Deadline: 5 June 2019
Notification: 15 June 2019
Publication: 30 June 2019

Indexed in

ABSTRACT

Title : ACHIEVING MULTI-DOCUMENT SUMMARIZATION BASED ON MULTIPLE-RANKING METHODOLOGY WITH THE HELP OF NEAREST NEIGHBORS IN CLUSTERS
Authors : K.PADMAPRIYA, Dr.S.Sridhar
Keywords : multi-document summarization; multiple ranking; greedy algorithm
Issue Date : Dec 2013-Jan 2014
Abstract :
The goal of multi-document summarization is to give a prejudiced summary on a particular topic. This paper describes how to perform summarization task by means of multiple-ranking of sentences from various documents. Our method utilizes the association among all the sentences in the documents and the association between the sentences and the particular query. For each sentence in the documents, ranking score has been computed to denote the richness of information in the sentences. We used greedy algorithm to force multiple range of consequences on each sentence. By selecting the sentences with highly prejudiced information richness and high information originality, the summary has been produced. We make use of both TREC and TDT documents for our experimental purpose and our results show that the proposed methodology outperforms well when compared with the existing methodologies.
Page(s) : 516-521
ISSN : 0976-5166
Source : Vol. 4, No.6