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(PDF) MMI Diversity Based Text Summarization
Swarm diversity-based method (Binwahlan, Salim, & Suanmali, 2010) is an integration of the two methods MMI (Maximal Marginal Importance) diversity-based text summarization (Binwahlan, Salim ...
 MMI Diversity Based Text Summarization
MMI Diversity Based Text Summarization Mohammed Salem Binwahlan moham2007med@yahoo.com Faculty of Computer Science and Information Systems University Teknologi Malaysia Skudai, Johor, 81310, Malaysia Naomie Salim naomie@utm.my Faculty of Computer Science and Information Systems University Teknologi Malaysia Skudai, Johor, 81310, Malaysia
MMI Diversity Based Text Summarization - CORE
MMI Diversity Based Text Summarization . By Mohammed Salem Binwahlan, Naomie Salim and Ladda SuanmaliMohammed Salem Binwahlan, Naomie Salim and Ladda Suanmali. Abstract. The search for interesting information in a huge data collection is a tough job frustrating the seekers for that information. The automatic text summarization has come to ...
Fuzzy swarm diversity hybrid model for text summarization ...
Swarm diversity-based method (Binwahlan, Salim, & Suanmali, 2009e) as shown in Fig. 3 is an integration of the two methods presented in the previous sections (MMI Diversity-based Text Summarization and Swarm-based Text Summarization). In MMI method, the score of the sentence in the binary tree is calculated using Eq. ....
Journal Papers | Prof. Dr. Naomie Salim
M.S. BinWahlan, Salim,N and L. Suanmali, (2009), “MMI Diversity-based Text Summarization”, International Journal of Computer Science and Security, 3: ... (2009) “Swarm Diversity Based Text Summarization”, Neural Information Processing, 5864:216-225 (Scopus indexed) Okfalisa, Alias R.A., Wong K.Y. and Salim,N (2009). “A Review on ......
Intellectual Property | Prof. Dr. Naomie Salim
Diversity-Based Approach using Maximal Marginal Importance(MMI) (patent filling PI 2011001276) Fuzzy Swarm Based Model for Text Summarization (patent filling PI 2011 001277) Arabic Plagiarism Detection Web-Enabled System(patent filling PI 2010 004227) Probality-Based Molecular Similarity Searching(patent filling PI 2009 1112)...
10.1016/j.eswa.2012.04.067 | 10.1016/j.eswa ... - DeepDyve
Swarm diversity-based method ( Binwahlan, Salim, & Suanmali, 2010 ) is an integration of the two methods MMI (Maximal Marginal Importance) diversity-based text summarization ( Binwahlan, Salim, & Suanmali, 2009 ) and swarm-based text summarization. Currently, the most widely used summarization methods are clustering based....
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