Browsing by Author "Supervisor: Mahmoud, Brahimi"

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    An Intelligent System for Automatic Classification of Academic Titles Using AI and NLP
    (Mohamed Boudiaf University of M'sila, 2025-06-15) Ouissal, Rahmani; Safia, Ramli; Supervisor: Mahmoud, Brahimi
    This project aims to propose a system for classifying book and thesis titles using Artificial Intelligence (AI) and Natural Language Processing (NLP). It employs the DeBERTaV3 model, trained on a multi-category academic dataset, and supports multilingual input through OCR, language detection (langdetect), and automatic translation (googletrans). The system achieved high accuracy in classifying titles into fields such as Economic Sciences, Law, and Technical Sciences. Developed in Python, it integrates libraries such as Transformers, Pandas, PyTorch, and PySide6, with results stored in an Excel database.
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    Development of an Intelligent Tutoring Application for Assisting University Students
    (Mohamed Boudiaf University of M'sila, 2025-06-15) Raid, Maouche; Supervisor: Mahmoud, Brahimi
    This project aims to design and develop an intelligent chatbot system to provide tutoring for university students, particularly first-year students. The system helps alleviate the challenges faced by new students by providing instant answers to frequently asked questions, thus enabling faster and smoother integration into university life. At the same time, it reduces the workload on university administrative staff by minimizing repeated inquiries and enhancing the quality of services provided. The project covers the essential stages of system development, including needs analysis, database design, and various procedures using the Unified Modeling Language (UML). The system was implemented using the Flutter framework.