Browsing by Author "BENZAOUI, Aya"

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    A Text Extraction and Machine Learning based-solution for Multimedia Filtering and Classification
    (University of M'sila, 2023-06-10) BENZAOUI, Ismail; BENZAOUI, Aya; Supervisor :Mahmoud, BRAHIMI
    The objective of this work is to propose a filter and classifier for controlling multimedia content that may be inappropriate. The filter and classifier operate by extracting text from multimedia content and subsequently classifying it using a Naive-Bayes model trained on multiple datasets. The implementation was carried out using the Python environment due to its extensive collection of machine learning-oriented libraries.