Basyiirah binti Mohd ZawawiNorasikin FabilNur Syafiqatunnajwa Mohamad Zainol2025-02-052025-02-052024Basyiirah Mohd Zawawi, Norasikin Fabil, & Nur Syafiqatunnajwa Mohamad Zainol. (2024). iWazan: A Web Based Application for Arabic Morphological Analyzer. International Language and Education Innovation Competition 2024 (I-INNOLED 2024), 169–173. https://drive.google.com/file/d/1kXBfQ8hgfxTD-TIcvCdleVmC_TnHXDq7/viewhttps://drive.google.com/file/d/1kXBfQ8hgfxTD-TIcvCdleVmC_TnHXDq7/viewhttps://oarep.usim.edu.my/handle/123456789/26220E-Proceedings International Language and Education Innovation Competition 2024 (I-INNOLED 2024) “Navigating The Future of Language And Education In A Transformative Era” 15-16 October 2024 Organized by : Faculty Of Major Language Studies Editors: Lubna Abd. Rahman, Amiliayanti Abd Halim, Maziahtusima IshakLearners often find it difficult to study and understand Arabic due to the complicated grammar rules and complex morphology. These challenges limit their ability to acquire a strong foundation in Arabic language skills, such as vocabulary, reading, and communication. Therefore, this study proposes a web-based application as an Arabic morphological analyzers (iWAZAN). iWAZAN is a user-friendly web-based morphological analyzer that enriches the acquisition of nouns by analysing nouns for Arabic language learners and teachers. The iWAZAN tool effectively identifies word roots and patterns by incorporating Natural Language Processing techniques and employing the Prototyping Model. The User Performance Testing involved pre- and post-tests comprising 15 participants randomly from high school students and higher education to assess and measure the efficacy of the iWAZAN tool. The result demonstrates improved test results, as the mean scores increased from 68% before employing the tool to 91.13%. This finding shows that iWAZAN is capable to support and improve the Arabic learning outcomes of learners from diverse educational backgrounds.en-USArabic Language MorphologyMorpholgical AnalyzerNatural Language Processing (NLP)text::conference output::conference proceedings::conference paper