Informations du chercheur

Nom complet

Rakrak Said

Grade

PES

Spécialité

informatique

Thématique de recherche

Cloud computing, IOT, Smart cities, Systèmes de recommandation, Systèmes répartis et Middlewares

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Non spécifié

Publications (45 au total)

Multi-objective reinforcement learning for recommender systems: a comprehensive survey of methods, challenges, and future directions

Auteur: Zaizi Fatima Ezzahra, Abakarim Sana, Qassimi Sara, Rakrak Said

Revue: International Journal of Multimedia Information Retrieval

Année: 2025

DOI: 10.1007/s13735-025-00383-7

Multi-objective Optimization for Personalized and Fairness Recommender Systems: A Hybrid Approach

Auteur: Fatima Ezzahra Zaizi, Sara Qassimi, Said Rakrak

Revue: SN Computer Science

Année: 2025

DOI: 10.1007/s42979-025-04230-8

A deep autoencoder-enhanced multi-objective evolutionary algorithm for recommender systems

Auteur: Fatima Ezzahra Zaizi, Sara Qassimi, Said Rakrak

Revue: The Journal of Supercomputing

Année: 2025

DOI: 10.1007/s11227-025-07589-w

A multi-objective optimization approach for session-based recommendation systems

Auteur: Fatima Ezzahra Zaizi, Sara Qassimi, Said Rakrak

Revue: Journal of Intelligent Information Systems

Année: 2025

DOI: 10.1007/s10844-025-00935-7

Emotion and sentiment enriched decision transformer for personalized recommendations

Auteur: Sana Abakarim, Sara Qassimi, Said Rakrak

Revue: Scientific Reports

Année: 2025

DOI: 10.1038/s41598-025-06386-y

Leveraging DQN-Based Recommender Systems for E-Commerce in Smart Cities

Auteur: Sana Abakarim, Sara Qassimi, Said Rakrak

Revue: Communications in Computer and Information Science

Année: 2025

DOI: 10.1007/978-3-031-82153-0_2

Adaptive Personalized Recommendation Systems: A systematic Review

Auteur: Bachir Asri, Sara Qassimi, Said Rakrak

Revue: Information Systems

Année: 2025

DOI: 10.1016/j.is.2025.102594

Active learning-based multi-armed bandits for recommendation systems

Auteur: Bachir Asri, Sara Qassimi, Said Rakrak

Revue: Knowledge and Information Systems

Année: 2025

DOI: 10.1007/s10115-025-02502-6

Multi-objective contextual bandits in recommendation systems for smart tourism

Auteur: Sara Qassimi, Said Rakrak

Revue: Scientific Reports

Année: 2025

DOI: 10.1038/s41598-025-89920-2

Communications (47 au total)

A Blockchain–IoT Based Framework for Smart and Cooperative Logistics across Morocco, Europe, and Africa

Manifestation: 2ᵉ Édition du Congrès International sur le Supply Chain Management et le Marketing

Date: 2025-10-21

Organisation: Laâyoune, Maroc

A Blockchain-based marketplace for sharing Data to promote research, innovation, and statistics

Manifestation: 5th International Conference on Digital Technologies and Applications (ICDTA’25)

Date: 2025-04-17

Organisation: Ifrane, Morocco

AI-Driven Predictive Analytics and Blockchain Technology for Real- Time Patient Data Management in an IoMT-Based System

Manifestation: the 1st International Conference on Innovative Approaches and Applications for Sustainable Development (I2ASD 2025)

Date: 2025-04-17

Organisation: Meknès, Morocco

Leveraging DQN-Based Recommender Systems for E-Commerce in Smart Cities

Manifestation: The 4'th International Conference on Intelligent Systems and Pattern Recognition "ISPR'2024"

Date: 2024-06-26

Organisation: Istanbul, Turkey

A Hybrid Multi-Objective Immune Algorithm for Commercial Recommendation Systems

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (ICCSAIA’24)

Date: 2024-06-10

Organisation: Marrakech, Maroc

Enhancing Consumer Experiences Using Deep Reinforcement Learning in E-Commerce

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (ICCSAIA’24)

Date: 2024-06-10

Organisation: Marrakech, Maroc

Command and Control based system for post-disaster management in Smart Cities

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (ICCSAIA’24)

Date: 2024-06-10

Organisation: Marrakech, Maroc

Towards an efficient tourism recommendation system using multi-objective evolutionary optimization

Manifestation: 2024 International Conference on Control, Automation and Diagnosis (ICCAD)

Date: 2024-05-15

Organisation: Paris-France

Efficiently Optimizing Tourism Recommendation Systems with Multi-Objective Evolutionary Algorithms

Manifestation: The International colloquium on artificial intelligence and its applications ( ICAIA’24 )

Date: 2024-05

Organisation: Marrakech, Maroc