Multi-document Summarization Based on Cluster

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Provided by: International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (IJAREEIE)
Topic: Data Management
Format: PDF
To improve the usability of the system, the authors perform multidocument summarization to generate a brief summary for each case cluster. In this paper, they search and rank the existing cases according to their relevance to users' requests in a semantic way and they provide a better result representation by grouping and summarizing the retrieved past cases to make the system fully functional and usable. The high performance of multidoument summarization based on cluster using Sentence-Level Semantic analySis (SLSS), mixture model and Symmetric Non-negative Matrix Factorization (SNMF).
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