Corpus-based Subtopic Segmentation Using Concept Segment Method

Ta- Hsing Chang, Chia-Hoang Lee, Hak-Ping Tam

Research output: Contribution to journalArticle

Abstract

Many studies on topic segmentation have been launched in the past, but these previous methods performed poorly on domain-specific short texts. This paper will propose a method which employs high-level concepts on concept hierarchy to predict the number and location of subtopics in a short text, and then determine the boundary between subtopics using similarity measures. Experimental results show that the proposed method can greatly increase the accuracy of subtopic segmentation for domain-specific short texts.
Original languageEnglish
Pages (from-to)975-982
Number of pages8
JournalInformation-An International Interdisciplinary Journal
Volume13
Issue number3B
StatePublished - May 2010

Keywords

  • Subtopic segmentation; Subtopic positioning; Conceptual segment

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