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. | Conference: | International Conference on Asian Digital Libraries (8th : 2005 : Thailand) | 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: | 10.1007/11599517_32 | Schools: | Wee Kim Wee School of Communication and Information | Rights: | The original publication is available at www.springerlink.com. | Fulltext Permission: | open | Fulltext Availability: | With Fulltext |
Appears in Collections: | WKWSCI Conference Papers |
Files in This Item:
File | Description | Size | Format | |
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2005-summarization-icadl.pdf | 349.55 kB | Adobe PDF | View/Open |
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