Curriculum Vitae
Pr. Youssouf EL ALLIOUI
Professeur-Chercheur en Informatique
Faculté Polydisciplinaire de Khouribga — Université Sultan Moulay Slimane (USMS), Maroc
y.elallioui@usms.ma · yelallioui@gmail.com
ORCID · Google Scholar · ResearchGate · LinkedIn
Doctorat en Informatique — 2012
Université Sidi Mohamed Ben Abdellah (USMBA), Fès, Maroc
En partenariat avec : LAAS-CNRS, Toulouse · CHU Hassan II, Fès
Thèse : Une approche de gestion de profils et de personnalisation des réponses neurologiques dans un environnement mobile (Projet TENEMO — Télé-NEuroScience Mobile)
Diplôme d’Études Supérieures Spécialisées (DESS) — Génie Informatique — 2007
Université Sidi Mohamed Ben Abdellah (USMBA), Fès, Maroc
Expérience Professionnelle
Enseignant-Chercheur — depuis février 2013
Université Sultan Moulay Slimane (USMS)
Faculté Polydisciplinaire de Khouribga — Département des Mathématiques et Informatique
- Enseignement de modules en Licence et Master (POO, Génie Logiciel, Web Dynamique)
- Encadrement de projets de fin d’études et mémoires de Master
- Activités de recherche en Machine Learning, EDM, Semantic Web
- Responsabilités administratives et coordination pédagogique
Enseignant Vacataire — 2013 – 2019
SUP’MANAGEMENT — École d’Ingénierie, Maroc
Enseignant Vacataire — février – mai 2012
IGA de Fès, Maroc
Formateur Certifié Java EE — septembre 2008 – juillet 2009
OFPPT — ISTA Al-Adarissa, Fès, Maroc
- Formation qualifiante : Concepteur Réalisateur Java EE
Enseignement
| Module | Niveau | Institution | Période |
|---|
| Programmation Orientée Objet (Java) | Licence Pro., S6 | USMS — FPK | depuis 2020 |
| Web Dynamique (PHP & MySQL) | Licence Fund., SMI, S6 | USMS — FPK | depuis 2018 |
| UML & Génie Logiciel | Licence, S5 | USMS — FPK | depuis 2013 |
| Informatique avancée | Master II, Formation continue | FST USMS | depuis 2014 |
| Concepteur Réalisateur Java EE | Formation qualifiante | ISTA-OFPPT | 2008–2011 |
Compétences Techniques
Langages de programmation
- Python, Java, Java EE, PHP, SQL, R, JavaScript
- C/C++, C#, VB.Net, Objective-C
- XML, HTML/CSS, OWL, RDF, RDFS
Machine Learning & Intelligence Artificielle
- Scikit-learn, TensorFlow, Keras, PyTorch
- Hugging Face Transformers, NLTK, spaCy
- Weka, Jupyter Notebook
Semantic Web & Ontologies
- RDF, OWL, SPARQL, Protégé, Apache Jena
Bases de données
- MySQL, PostgreSQL, MongoDB, Oracle, SQL Server, MS Access
Analyse & Conception
- UML, Merise · Méthodes : RUP, cycle en V
- Design Patterns (GoF), Architecture MVC
Technologies & Frameworks
- Java EE (Servlet, JSP, EJB, JSF, Struts, Hibernate, RMI)
- ASP.Net, ADO.Net · Web Services (REST, SOAP)
Outils & Environnements
- Git, GitHub, Docker
- PyCharm, Eclipse, NetBeans, Visual Studio .Net
- LaTeX, Jekyll
- Rational Rose, PowerAMC Designer
- Protégé (ontology editor), Xcode (Apple Developer)
Serveurs & Réseaux
- Apache, Tomcat, JBoss, GlassFish, IIS
- TCP/IP, OSI, LAN/WAN/MAN
Publications
O. El Aissaoui, Y. El Madani El Alami, L. Oughdir and Y. El Allioui, "Integrating web usage mining for an automatic learner profile detection: A learning styles-based approach," 2018 International Conference on Intelligent Systems and Computer Vision (ISCV), Fez, 2018, pp. 1-6, doi: 10.1109/ISACV.2018.8354021.
El Aissaoui, O., El Alami El Madani, Y., Oughdir, L. et al. A fuzzy classification approach for learning style prediction based on web mining technique in e-learning environments. Educ Inf Technol 24, 1943–1959 (2019). https://doi.org/10.1007/s10639-018-9820-5.
AISSAOUI, O. EL, EL MADANI, Y. E. A., OUGHDIR, L., & ALLIOUI, Y. EL. (2019). Combining supervised and unsupervised machine learning algorithms to predict the learners’ learning styles. Procedia Computer Science, 148, 87–96. https://doi.org/10.1016/J.PROCS.2019.01.012.
Allioui, Y. El. (2019). Advanced prediction of learner’s profile based on Felder-Silverman learning styles using web usage mining approach and fuzzy c-means algorithm. International Journal of Computer Aided Engineering and Technology, 11(4/5), 495. https://doi.org/10.1504/IJCAET.2019.100447.
El Aissaoui O., El Madani El Alami Y., Oughdir L., El Allioui Y. (2019) A Hybrid Machine Learning Approach to Predict Learning Styles in Adaptive E-Learning System. In: Ezziyyani M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2018). AI2SD 2018. Advances in Intelligent Systems and Computing, vol 915. Springer, Cham.
A. E. Fazziki, O. E. Aissaoui, Y. E. M. E. Alami, Y. E. Allioui and M. Benbrahim, "A new collaborative approach to solve the gray-sheep users problem in recommender systems," 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS), Marrakech, Morocco, 2019, pp. 1-4, doi: 10.1109/ICDS47004.2019.8942256.
El Aissaoui O., El Alami El Madani Y., Oughdir L., Dakkak A., El Allioui Y. (2020) A Multiple Linear Regression-Based Approach to Predict Student Performance. In: Ezziyyani M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2019). AI2SD 2019. Advances in Intelligent Systems and Computing, vol 1102. Springer, Cham.
El Fazziki A., El Madani El Alami Y., El Aissaoui O., El Allioui Y., Benbrahim M. (2020) Improving Collaborative Filtering Approach by Leveraging Opposite Users. In: Ezziyyani M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2019). AI2SD 2019. Advances in Intelligent Systems and Computing, vol 1102. Springer, Cham.
El Aissaoui O., El Alami El Madani Y., Oughdir L., Dakkak A., El Allioui Y. (2020) Mining Learners’ Behaviors: An Approach Based on Educational Data Mining Techniques. In: Bhateja V., Satapathy S., Satori H. (eds) Embedded Systems and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1076. Springer, Singapore
El Fazziki A., El Aissaoui O., El Madani El Alami Y., Benbrahim M., El Allioui Y. (2020) A Novel Collaborative Filtering Approach Based on the Opposite Neighbors’ Preferences. In: Bhateja V., Satapathy S., Satori H. (eds) Embedded Systems and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 1076. Springer, Singapore
Communications & Conférences
May 26, 2015
Talk at International Conference on Big Data, Cloud and Applications (BDCA'2015), Tetuan, Morocco
April 04, 2018
Talk at 2018 International Conference on Intelligent Systems and Computer Vision (ISCV), Fez, Morocco
July 14, 2018
Talk at International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2018), Tanger, Morocco
October 05, 2018
Talk at The second International Conference On Intelligent Computing in Data Sciences (ICDS'2018), Fez, Morocco
November 28, 2018
Talk at INTERNATIONAL CONFERENCE ON PEDAGOGICAL APPROACHES & E-LEARNING (APEL'2018), Fez, Morocco
May 03, 2019
Talk at ESAI'19: International Conference On Embedded Systems And Artificial Intelligence, Faculty of Medicine and Pharmacy Fez, Morocco, April 30-May 3, 2019
May 03, 2019
Talk at ESAI'19: International Conference On Embedded Systems And Artificial Intelligence, Faculty of Medicine and Pharmacy Fez, Morocco, April 30-May 3, 2019
July 11, 2019
Talk at International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019), Marrakech, Morocco
July 11, 2019
Talk at International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD’2019), Marrakech, Morocco
October 30, 2019
Talk at 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS), Marrakech, Morocco
Workshops :
- Big Data Training Workshop — ENSIAS, Rabat (mai 2016)
- Green ICT Workshop — ENSIAS, Rabat (mai 2016)
- IWTIE’16 — International Workshop on Technology Innovation and Entrepreneurship, ENSIAS, Rabat (mai 2016)
Activités Pédagogiques
Responsabilités & Service Académique
- Coordonnateur de la filière SMI (Sciences Mathématiques et Informatique), USMS
- Chef de la Commission Scientifique chargée de la recherche, de la bibliothèque et des archives
- Membre du Collège du Département des Mathématiques et Informatique
- Membre des Commissions de Recrutement des postes d’enseignants-chercheurs
- Membre de comités de programme de conférences et workshops internationaux (AI2SD, ICDS, ESAI)
- Reviewer pour des revues et conférences internationales indexées
Affiliations & Profils Académiques
Dernière mise à jour : April 2026