文章基本信息

标题：Automatic Tailored Multi-Paper Summarization based on Rhetorical Document Profile and Summary Specification
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作者：Masayu Leylia Khodra ; Dwi Hendratmo Widyantoro ; E. Aminudin Aziz 等
期刊名称：Journal of ICT Research and Applications
印刷版ISSN：2337-5787
电子版ISSN：2338-5499
出版年度：2012
卷号：6C
期号：3
DOI：10.5614/itbj.ict.2012.6.3.4
出版社：Institut Teknologi Bandung
摘要：In order to assist researchers in addressing time constraint and low relevance in using scientific articles, an automatic tailored multi-paper summarization (TMPS) is proposed. In this paper, we extend Teufel’s tailored summary to deal with multi-papers and more flexible representation of user information needs. Our TMPS extracts Rhetorical Document Profile (RDP) from each paper and presents a summary based on user information needs. Building Plan Language (BPLAN) is introduced as a formalization of Teufel’s building plan and used to represent summary specification, which is more flexible representation of user information needs. Surface repair is embedded within the BPLAN for improving the readability of extractive summary. Our experiment shows that the average performance of RDP extraction module is 94.46%, which promises high quality of extracts for summary composition. Generality evaluation shows that our BPLAN is flexible enough in composing various forms of summary. Subjective evaluation provides evidence that surface repair operators can improve the resulting summary readability
关键词：BPLAN; multi-paper summarization; Rhetorical Document Profile; summary specification; tailored summary; user information needs.