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All Journal Al-Wazan Dzil Majaz
Abdelmajid Kaddouri
University Hassan II de Casablanca
Education Languange, Linguistic, Communication & Media Other

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Toward a Computational Architecture for Prosodic Features in Qur’anic Discourse: A Linguistic–Computational Approach to Stress and Intonation Abdelmajid Kaddouri
Dzil Majaz: Journal of Arabic Literature Vol. 4 No. 3 (2026): Articles in Press
Publisher : Sekolah Tinggi Agama Islam Darul Ulum Banyuanyar, Pamekasan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58223/dzilmajaz.v4i3.858

Abstract

: Natural language processing (NLP) ranks among the most important areas of contemporary linguistic research, due to its epistemological intersection between theoretical linguistics and computer science. This interaction has given rise to computational linguistics as an interdisciplinary science aimed at building formal and algorithmic models that simulate human linguistic competence in comprehension and production. Within this framework, the issue of automatic processing of the Arabic language emerges as particularly challenging. Despite technological advancements, Arabic NLP remains in its foundational stages, especially regarding the semantic and prosodic components. The limited progress in Arabic speech processing is largely due to the absence of precise engineering descriptions of prosodic features, such as stress and intonation, which play a central role in constructing pragmatic meaning and distinguishing the utterance-level structure of sentences. The lack of formal and mathematical modeling of these phenomena, alongside the scarcity of standardized speech databases, hinders effective automatic processing of Arabic speech and prevents machines from achieving the perceptual and generative competence required for intelligent natural language simulation. This study aims to highlight the importance of integrating prosodic aspects into the computational architecture for Arabic speech processing, considering it a crucial step toward developing more coherent and linguistically appropriate systems for language perception and generation.
Ontology and the Challenges of Computer Processing of Semantics in the Arabic Language Abdelmajid Kaddouri
Al-Wazan: Journal of Arabic Education Vol. 4 No. 2 (2026)
Publisher : Sekolah Tinggi Agama Islam Darul Ulum Banyuanyar Pamekasan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58223/al-wazan.v4i2.867

Abstract

Arabic computational linguistics has received increasing attention in recent decades, particularly in efforts to advance the computational processing of Arabic at various linguistic levels. However, semantic processing, especially through the development of Arabic computational ontologies, remains relatively underdeveloped due to significant linguistic and computational challenges. This study aims to identify and examine the major obstacles hindering the advancement of Arabic semantic processing and the construction of domain-specific ontologies. The study employs a qualitative descriptive approach based on a review and analysis of recent linguistic and computational theories and relevant scholarly literature. The findings indicate that semantic ambiguity, the complexity of Arabic linguistic structures, lexical polysemy, contextual variation, knowledge representation, and computational limitations constitute major barriers to effective semantic processing. The study contributes by proposing theoretically grounded and practically relevant solutions to overcome these challenges and accelerate the development of reliable Arabic semantic technologies and domain-specific computational ontologies
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