Evaluation Of Automatic Text Summarizations Based On Human Summaries

被引：20

作者：

Kiyoumarsi, Farshad ^{[1
]}

机构：

[1] Islamic Azad Univ, Shahrekord Branch, Tehran, Iran

来源：

PROCEEDINGS OF 2ND GLOBAL CONFERENCE ON CONFERENCE ON LINGUISTICS AND FOREIGN LANGUAGE TEACHING | 2015年 / 192卷

关键词：

eveluation; manually-produced; fuzzy method;

D O I：

10.1016/j.sbspro.2015.06.013

中图分类号：

G40 [教育学];

学科分类号：

040101 ; 120403 ;

摘要：

The goal of this paper is to compare summaries generated by different automatic text summarization methods and those generated by human beings. To achieve this end, we did two series of experiments: in the first one, we employed automatically produced extractive summaries; in the second one, manually-produced summaries obtained by several English teachers were used. Our automatic summaries were obtained using Fuzzy method and Vector approach. Using Rouge evaluation system, we compared the manually-produced summaries and the automatically-produced ones. Rouge evaluation of generated summaries indicated the superiority of summaries produced by humans over the automatically produced summaries. On the other hand, the comparison between the generated summaries showed that summaries produced by Fuzzy method were much more acceptable and understandable compared to summaries produced by Vector approach. This can provide support for the replacement of manually generated summaries by summaries produced using Fuzzy method in certain cases where real time summaries are needed. (C) 2015 The Authors. Published by Elsevier Ltd.

引用

页码：83 / 91

页数：9

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