Towards the development of an automatic readability measurements for arabic language

Amani A. Al-Ajlan, Hend Suliman Al-Khalifa, A. Al-Salman
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引用次数: 28

Abstract

Currently, there are more than 200 readability formulas developed since the 1920s. Only a handful of these formulas are reliable to determine the reading-level of a sample text. Ascertaining the readability of curricula is an important step toward optimizing the effectiveness of the educational progress. Readability measurements are done using manual computation. This is a tedious and time-consuming task. However, nowadays, automatic readability computation has gained much popularity than ever before. This can be attributed to the advancement in the field of natural language processing. Languages such as English and Spanish have benefited from the formation of automatic readability systems. Absence of automated readability measurement of Arabic texts and the large amount of information which are written in Arabic encouraged us to work on finding an automatic readability system for our language; the mother language for millions of Arabs. In this paper we will review the different readability research and then propose a system for automating the readability measurement of Arabic text. Within the paper we also report the results of our pilot experiment carried out on the different well-known Arabic, Swedish and English readability formulas.
阿拉伯文可读性自动测量系统的研制
自20世纪20年代以来,目前已有200多个可读性公式被开发出来。这些公式中只有少数几个是可靠的,可以确定示例文本的阅读水平。确定课程的可读性是优化教育过程有效性的重要步骤。可读性测量是使用人工计算完成的。这是一项乏味而耗时的任务。然而,如今自动可读性计算比以往任何时候都得到了广泛的应用。这可以归因于自然语言处理领域的进步。英语和西班牙语等语言得益于自动可读性系统的形成。阿拉伯文文本的可读性没有自动测量,而阿拉伯文所写的大量信息促使我们努力为我们的语言寻找一个自动可读性系统;数百万阿拉伯人的母语。本文将回顾不同的可读性研究,并在此基础上提出一种自动测量阿拉伯文文本可读性的系统。在本文中,我们还报告了我们对不同的知名阿拉伯语、瑞典语和英语可读性公式进行的试点实验的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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