Linguistic integration information in the AABATAS Arabic text analysis system

S. Kanoun, A. Ennaji, Y. Lecourtier, A. Alimi
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引用次数: 8

Abstract

An Arabic text analysis system called AABATAS (affixal approach-based Arabic text analysis system) is proposed. AABATAS recognizes and categorizes the words while identifying their morphological and grammatical characteristics. It is based on a new approach for Arabic word recognition called affixal approach. This affixal approach is guided by the structural properties of language. A dynamic decomposition-recognition mechanism is used in our system and leads to generate a set of reliable solutions for each word. This mechanism attempts to identify, the word basic morphemes: the prefix, the infix, the suffix and the root contrary to the existing approaches that are usually based on the recognition of the whole word or the pseudo-word or the letter. In this paper, we briefly present the general characteristics of Arabic texts as well as a succinct survey of the existing approaches used for their recognition. We then describe the structural properties of the Arabic language and the two systems based on these last properties. The first one concerns a word recognition process and the second is devoted to text analysis. We finally show two experimental results; one on a data set of 545 words and another on a text example.
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AABATAS阿拉伯语文本分析系统中的语言整合信息
提出了一种基于词缀法的阿拉伯语文本分析系统AABATAS。AABATAS在识别单词的形态和语法特征的同时对其进行识别和分类。它是基于一种新的阿拉伯语单词识别方法,称为词缀方法。这种词缀方法受语言结构特性的指导。我们的系统采用动态分解识别机制,为每个单词生成一组可靠的解。该机制试图识别词的基本语素:前缀、中缀、后缀和词根,而不是现有的基于全词、假词或字母识别的方法。在本文中,我们简要介绍了阿拉伯语文本的一般特征,并简要介绍了用于识别阿拉伯语文本的现有方法。然后,我们描述了阿拉伯语的结构特性和基于这些最后的特性的两个系统。第一个是单词识别过程,第二个是文本分析。最后给出了两个实验结果;一个在545个单词的数据集上,另一个在文本示例上。
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