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首页> 外文会议>2017 IEEE 3rd International Conference on Engineering Technologies and Social Sciences >Identification of Noun + Verb Compound Nouns in Malay Standard document based on rule based
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Identification of Noun + Verb Compound Nouns in Malay Standard document based on rule based

机译：基于规则的马来标​​准文档中名词+动词复合名词的识别

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摘要

In this paper, we describe our methods to identify Noun + Verb Compound Nouns in Malay Standard document. We addressed the problem on detection of combination noun and verb in sentences to become a compound word. We proposed several identification rules based by using Malay grammar theory and syntactic information to increase the percentage of recall and precision. For compound noun identification, we used dictionary-based and thesaurus information for implementing Part of Speech (POS) tagging to all words in the selected Malay document. Testing was done on selected Malay document. The result showed an improvement compared to previous research with a precision of 93.5% and a recall of 27.5%.
机译：在本文中，我们描述了在马来语标准文档中识别名词+动词复合名词的方法。我们解决了在句子中检测名词和动词组合成为复合词的问题。我们利用马来文语法理论和句法信息提出了几种识别规则，以提高查全率和查准率。对于复合名词识别，我们使用了基于字典的词库信息，以对所选马来语文档中的所有单词实施词性（POS）标记。测试是在选定的马来文文档上完成的。结果表明，与以前的研究相比，该方法有所改进，精度为93.5％，召回率为27.5％。

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