Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/91364
Title: Development and evaluation of a multi-document summarization method focusing on research concepts and their research relationships
Authors: Ou, Shiyan
Goh, Dion Hoe-Lian
Khoo, Christopher S. G.
Keywords: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
Issue Date: 2005
Source: Ou, S., Khoo, C. 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.
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.
URI: https://hdl.handle.net/10356/91364
http://hdl.handle.net/10220/6119
DOI: http://dx.doi.org/10.1007/11599517_32
Rights: The original publication is available at www.springerlink.com.
metadata.item.grantfulltext: open
metadata.item.fulltext: With Fulltext
Appears in Collections:WKWSCI Conference Papers

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