基于遗传算法的混合阿拉伯语单文档文本摘要方法

2016 7th International Conference on Information and Communication Systems (ICICS) Pub Date : 2016-04-05 DOI:10.1109/IACS.2016.7476091

Yazan A. Jaradat, Ahmad T. Al-Taani

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引用次数: 9

摘要

文本摘要是自然语言处理领域最重要的应用之一。提出了一种基于遗传算法的混合单文档抽取阿拉伯语文本摘要方法。采用EASC语料库和ROUGE评价法对所提出的摘要方法进行评价，以确定所提出方法的准确性。结果表明，我们的方法优于许多最先进的方法。

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Hybrid-based Arabic single-document text summarization approach using genatic algorithm

Text summarization is one of the most paramount applications of the field of natural language processing. This paper presents a Hybrid-based Single-document Extractive Arabic Text Summarization approach based on Genetic Algorithm. The proposed summarization approach was evaluated using EASC corpus, and ROUGE evaluation method to determine the accuracy of the proposed approach. The result showed that our method outperformed many state-of-the art methods.

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2016 7th International Conference on Information and Communication Systems (ICICS)

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