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Informations du chercheur

Nom complet

BENCHAREF Omar

Grade

PH

Spécialité

Informatique

Thématique de recherche

Intelligence artificielle , IT in tourisme and finance

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Projets (0 au total)

Aucun projet disponible.

Publications (33 au total)

Combining IoMT and XAI for Enhanced Triage Optimization: An MQTT Broker Approach with Contextual Recommendations for Improved Patient Priority Management in Healthcare

Auteur: Oumaima Stitini, Fathia Ouakasse, Said Rakrak, Soulaimane Kaloun, Omar Bencharef

Revue: International Journal of Online and Biomedical Engineering (iJOE)

Année: 2024

DOI: 10.3991/ijoe.v20i07.47483

An improved self-training model to detect fake news categories using multi-class classification of unlabeled data: fake news classification with unlabeled data

Auteur: Stitini, Oumaima a Send mail to Stitini Oumaima, Kaloun, Soulaimane , Bencharef Omar , Qassimi, Sara

Revue: International Journal of Systematic Innovation

Année: 2024

DOI: 10.6977/IJoSI.202403_8(1)0002

Towards a robust solution to mitigate all content-based filtering draw-backs within a recommendation system

Auteur: Stitini Oumaima, Kaloun, Soulaimane Kaloun , Bencharef Omar

Revue: International Journal of Systematic Innovation

Année: 2023

DOI: 10.6977/IJoSI.202309_7(7).0006

Effect of word embedding vector dimensionality on sentiment analysis through short and long texts

Auteur: Mohamed Chiny, Marouane Chihab, Abdelkarim Ait Lahcen, Omar Bencharef, Younes Chihab

Revue: IAES International Journal of Artificial Intelligence (IJ-AI)

Année: 2023

DOI: 10.11591/ijai.v12.i2.pp823-830

Financial Time Series Forecasting: A Data Stream Mining-Based System

Auteur: Zineb Bousbaa, Javier Sanchez-Medina, Omar Bencharef

Revue: Electronics

Année: 2023

DOI: 10.3390/electronics12092039

Towards Ideal and Efficient Recommendation Systems Based on the Five Evaluation Concepts Promoting Serendipity

Auteur: Oumaima Stitini, Iván García-Magariño, Soulaimane Kaloun, Omar Bencharef

Revue: Journal of Advances in Information Technology

Année: 2023

DOI: 10.12720/jait.14.4.701-717

The Use of a Genetic Algorithm to Alleviate the Limited Content Issue in a Content-Based Recommendation System

Auteur: Oumaima Stitini, Soulaimane Kaloun, Omar Bencharef

Revue: Artificial Intelligence and Smart Environment

Année: 2023

DOI: 10.1007/978-3-031-26254-8_112

INVESTIGATING DIFFERENT SIMILARITY METRICS USED IN VARIOUS RECOMMENDER SYSTEMS TYPES: SCENARIO CASES

Auteur: O. Stitini, S. Kaloun, O. Bencharef

Revue: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Année: 2022

DOI: 10.5194/isprs-archives-xlviii-4-w3-2022-187-2022

Analyzing tourism reviews using an LDA topic-based sentiment analysis approach

Auteur: Twil Ali, Bencharef Omar, Kaloun Soulaimane

Revue: MethodsX

Année: 2022

DOI: 10.1016/j.mex.2022.101894