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A multi-document summarization system for sociology dissertation abstracts : design, implementation and evaluation

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A multi-document summarization system for sociology dissertation abstracts : design, implementation and evaluation

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dc.contributor.author Ou, Shiyan
dc.contributor.author Khoo, Christopher Soo Guan
dc.contributor.author Goh, Dion Hoe-Lian
dc.date.accessioned 2010-02-18T02:36:45Z
dc.date.available 2010-02-18T02:36:45Z
dc.date.copyright 2005
dc.date.issued 2010-02-18T02:36:45Z
dc.identifier.citation Ou, S., Khoo, S. G., & Goh, D.(2005). A multi-document summarization system for sociology dissertation abstracts : design, implementation and evaluation. Lecture notes in computer science, 450-461.
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10220/6192
dc.description.abstract The design, implementation and evaluation of a multi-document summarization system for sociology dissertation abstracts are described. The system focuses on extracting variables and their relationships from different documents, integrating the extracted information, and presenting the integrated information using a variable-based framework. Two important summarization steps – information extraction and information integration were evaluated by comparing system-generated output against human-generated output. Results indicate that the system-generated output achieves good precision and recall while extracting important concepts from each document, as well as good clusters of similar concepts from the set of documents.
dc.format.extent 12 p.
dc.language.iso en
dc.relation.ispartofseries Lecture notes in computer science
dc.subject DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
dc.title A multi-document summarization system for sociology dissertation abstracts : design, implementation and evaluation
dc.type Journal Article
dc.contributor.school Wee Kim Wee School of Communication and Information
dc.identifier.doi http://dx.doi.org/10.1007/11551362_40
dc.description.version Published version

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