Study on sparseness effects over NMF applied for automatic text summarization

• Main Authors: Batcha, Nowshath Kadhar, Murugesan, Raja Kumar, A. Aziz, Normaziah
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2012
• 主題: T Technology (General)
• 在線閱讀: http://irep.iium.edu.my/38875/1/Study_on_sparseness_effects_over_NMF_applied_for_Automatic_Text_Summarization.pdf; http://irep.iium.edu.my/38875/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6392576

The significance of Non-negative Matrix Factorization ((NMF) in the field of automatic text summarization is rapidly increasing due to its interpretation and storage capabilities. Interpretation defines the ease at which the structure of high dimensional data can be understood. While, storage capab...