An algebraic approach for sentence based feature extraction applied for automatic text summarization

• Main Authors: Batcha, Nowshath Kadhar, Abdul Aziz, Normaziah
• Format: Article
• Language: English; English
• Published: American Scientific Publishers 2014
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/41836/3/ASP_NAA_FINAL.pdf; http://irep.iium.edu.my/41836/6/41836_An%20algebraic%20approach_SCOPUS.pdf; http://irep.iium.edu.my/41836/; http://www.ingentaconnect.com/content/asp/asl/2014/00000020/00000001/art00028

In the existing approaches of Automatic Text Summarization (ATS) which uses the algebraic reduction method Non-negative Matrix Factorization (NMF), the approximation process is more concerned towards convergence and feature selection from the original text into W matrix is of less consideration. Thi...