使用TextRank停止复习摘要中的单词

2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) Pub Date : 2017-06-01 DOI:10.1109/ECTICON.2017.8096371

S. R. Manalu

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引用次数: 5

摘要

本文对带停顿词和不带停顿词的自动复习摘要进行了比较。采用了一种提取的、无监督的基于图的排名模型TextRank来突出两种方法之间的差异。50篇样本评论的实验结果表明，停止词去除的使用对评论总结的结果是有影响的，这表明根据用户的需求，需要考虑是否需要进行停止词去除。

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Stop words in review summarization using TextRank

This paper presents a comparison of automatic review summarization with and without stop words. An extractive, unsupervised graph-based ranking model TextRank is employed to highlight the differences between both approaches. Experimental results on 50 sample reviews have shown that the usage of stop words removal can be impactful in determining the result of review summarization, which suggests that depending on the user requirements, it should be considered whether stop words removal needs to be performed or not.

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来源期刊

2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)

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