Domain-specific extractive summarization: A fuzzy logic and rough set approach

Hsun Hui Huang, Yau Hwang Kuo, Horng Chang Yang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, a domain-specific extractive scheme combined with fuzzy logic and rough sets is proposed. In this scheme, the senses of domain-specific vocabulary constitute a fuzzy approximation space and a document is represented by a fuzzy set of senses. The use of word senses instead of the word itself is to cope with the problem that synonyms are treated differently. Also, a characteristic of the scheme is that the core concepts of the document are approximated by the lower approximation of its fuzzy set in the fuzzy approximation space. The results of applying domain-specific datasets to the scheme are shown. Their quality is measured by an intrinsic method.

Original languageEnglish
Title of host publicationSecond International Conference on Innovative Computing, Information and Control, ICICIC 2007
PublisherIEEE Computer Society
ISBN (Print)0769528821, 9780769528823
DOIs
Publication statusPublished - 2007 Jan 1
Event2nd International Conference on Innovative Computing, Information and Control, ICICIC 2007 - Kumamoto, Japan
Duration: 2007 Sep 52007 Sep 7

Publication series

NameSecond International Conference on Innovative Computing, Information and Control, ICICIC 2007

Other

Other2nd International Conference on Innovative Computing, Information and Control, ICICIC 2007
CountryJapan
CityKumamoto
Period07-09-0507-09-07

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Mechanical Engineering

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    Huang, H. H., Kuo, Y. H., & Yang, H. C. (2007). Domain-specific extractive summarization: A fuzzy logic and rough set approach. In Second International Conference on Innovative Computing, Information and Control, ICICIC 2007 [4427712] (Second International Conference on Innovative Computing, Information and Control, ICICIC 2007). IEEE Computer Society. https://doi.org/10.1109/ICICIC.2007.272