Graph Based Query Specific Multi-document Text Summarization (Paperback)
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Graph Based Query Specific Multi-document Text Summarization (Paperback)
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- Book formatPaperback
- Fiction/nonfictionNon-Fiction
- Publication dateNovember, 2014
- Pages76
- EditionStandard Edition
- PublisherKS Omniscriptum Publishing
Current price is USD$50.14
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Recently the focus of query independent summary is shifted to query specific document. This book presents a graph based method to find query specific multi-document summarization. Our system is divided into two stages, of- fline and online. We construct document as graph by con- sidering paragraph as nodes in offline stage. Edge scores are represented node similarities. In online stage, query specific weight are calculated and assigned to node. We then perform keyword search on the document graph and search a minimum top spanning tree for finding relevant nodes that satisfy the keyword search. Resultant summary looks coherent due to simultaneous cluster and sentence ranking. Experimental results for multi-document scenarios are encouraging.
Graph Based Query Specific Multi-document Text Summarization (Paperback)
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Specifications
Book format
Paperback
Fiction/nonfiction
Non-Fiction
Publication date
November, 2014
Pages
76
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