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Development and evaluation of a multi-document summarization method focusing on research concepts and their research relationships

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Development and evaluation of a multi-document summarization method focusing on research concepts and their research relationships

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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 2009-10-02T00:50:36Z
dc.date.available 2009-10-02T00:50:36Z
dc.date.copyright 2005
dc.date.issued 2009-10-02T00:50:36Z
dc.identifier.citation Ou, S., Khoo, S. G., & Goh, H. L. (2005). Development and evaluation of a multi-document summarization method focusing on research concepts and their research relationships. Proceedings of the 8th International Conference on Asian Digital Libraries ICADL 2005, (December 12-15, Bangkok, Thailand), Lecture Notes in Computer Science 3815, 283-292.
dc.identifier.uri http://hdl.handle.net/10220/6119
dc.description.abstract This paper reports the design and evaluation of a method for summarizing a set of related research abstracts. This summarization method extracts research concepts and their research relationships from different abstracts, integrates the extracted information across abstracts, and presents the integrated information in a Web-based interface to generate a multi-document summary. This study focused on sociology dissertation abstracts, but can be extended to other research abstracts. The summarization method was evaluated in a user study to assess the quality and usefulness of the generated summaries in comparison to a sentence extraction method used in MEAD and a method that extracts only research objective sentences. The evaluation results indicated that the majority of sociology researchers preferred our variable-based summary generated with the use of a taxonomy.
dc.format.extent 11 p.
dc.language.iso en
dc.rights The original publication is available at www.springerlink.com.
dc.subject DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
dc.title Development and evaluation of a multi-document summarization method focusing on research concepts and their research relationships
dc.type Conference Paper
dc.contributor.conference International Conference on Asian Digital Libraries (8th : 2005 : Thailand)
dc.contributor.school Wee Kim Wee School of Communication and Information
dc.identifier.doi http://dx.doi.org/10.1007/11599517
dc.description.version Accepted version

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