Abstract:In this paper, automatic document summarization using the sentence clustering algorithms, NSGA-II and SPEA2, is proposed. These algorithms are very effective to extract the most important and non-redundant sentences from a document. Using these, we cluster similar sentences as many groups as we need and extract the most important sentence in each group. After clustering, we rearrange the extracted sentences in the same order as in the document to generate readable summary. We tested this technique with two of … Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.