Analysis of the Use of Word Groups in the Writing of Year 5 Students: A Survey Study
Abstract
HRMARS - The marking of word classes (GK) has been widely studied and applied in various ways, particularly for European languages. However, certain features of the Malay language—such as words containing multiple parts of speech—make it more challenging for Asian learners, especially those learning Malay as a second language. This study shows that the accuracy of GK marking in Malay is influenced by two key elements: the correct placement of new words and the addition of newly coined terms. These elements contribute to higher precision in GK identification. For future research, it is important to address these issues by considering the use of plural forms, as such forms frequently appear in news sources. Additionally, incorporating social media corpora could be beneficial. Although these platforms often feature informal language and contain noisy data, the information shared is fast-paced and up-to-date, offering valuable linguistic insights.
Fields of Study & Subjects
Natural Language Processing Techniques
Second Language Acquisition and Learning
Lexicography and Language Studies
Publication details
- Journal / source
- International Journal of Academic Research in Business and Social Sciences
- Volume
- 16
- Issue
- 3
- Publication date
- 10 March 2026
- Language
- EN