Identification of Noun + Verb Compound Nouns in Malay Standard document based on rule based

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%.