Text Summarization Using Neural Networks
Date
2004-04
Authors
Kaikhah, Khosrow
Journal Title
Journal ISSN
Volume Title
Publisher
World Scientific and Engineering Academy and Society
Abstract
A new technique for summarizing news articles using a neural network is presented. A neural network is trained to learn the relevant characteristics of sentences that should be included in the summary of the article. The neural network is then modified to generalize and combine the relevant characteristics apparent in summary sentences. Finally, the modified neural network is used as a filter to summarize news articles.
Description
Keywords
adaptive clustering, feature fusion, neural networks, pruning, text summarization, Computer Science
Citation
Kaikhah, K. (2004). Text Summarization Using Neural Networks. WSEAS Transactions on Systems, 3(2), pp. 960-963.