Digital Islamic Humanities

Digital Islamic Humanities

Requirements of intelligent text mining in the analysis of Arab literature theories

Document Type : Original Article

Author
Habib Soryani
Department of Law, Faculty of Literature and Islamic Sciences, Razi University, Kermanshah, Iran
10.22034/disah.2024.2025940.1032
Abstract
The traditional views of Arabic literature based on literary complexity have sometimes gone beyond mathematical and practical logic, and in order to advance the goals of text mining, intelligent machines have faced a challenge. The creation of different types of nouns and letters for some commonly used words such as "Al" and the multiplicity of different meanings for words such as "Qad" and "Hamzeh" in the opinions of scholars of morphology and syntax have caused the challenges of lexical and structural ambiguity in Arabic sentences. Complex grammatical roles such as “Ma” and the conjunction of the declarative sentence over the constructional sentence and unusual appreciation such as the pronoun “Shaan” and the answer to the advanced condition and etc which led to the intensification of the Syntactic Semantic gap in Arabic sentences. This writing is a descriptive and analytical research that attempts, by criticizing the opinions of famous thinkers in this field, to present researchers with a new views based on the computational approach. Accepting the requirements of intelligent text mining has been able to direct our analysis of traditional theories in a direction in which practical and logical perspectives are more important. The scientific and practical product based on the innovations of this research can be seen in the function of the “Qamus” website and the analysis section of the Holy Quran website provided to researchers by the Noor Computer Research Center of Islamic Sciences.
Keywords
Arabic natural language processing
Text Mining
Morphological and Syntactic analysis
the Holy Quran website
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Digital Islamic Humanities
Volume 1, Issue 1
September 2025
Pages 71-102