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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)

Enhancing Social Recommendations Using Deep Reinforcement Learning in Online Communities

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

Date: 2024-05

Organisation: Marrakech, Maroc

Post-Disaster assessment and management in Smart Cities

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

Date: 2024-05

Organisation: Marrakech, Maroc

Enhancing E-commerce Recommender Systems through Multi-Objective Immune Algorithm

Manifestation: The 7th International Conference on Networking, Intelligent Systems and Security

Date: 2024-04-18

Organisation: Meknes Morocco

Enhancing Visitor Experiences using Deep Reinforcement Learning in Smart Cities

Manifestation: the 7th International Conference on Networking, Intelligent Systems and Security

Date: 2024-04-18

Organisation: Paris-France

Use of Deep Learning for tourism recommendations enhancing smart living dimension

Manifestation: The 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: Marrakech

An Examination of Evolutionary Algorithms in Multi-Objective Recommender Systems

Manifestation: The 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: Marrakech

A digital marketplace for securely sharing Data to promote research, innovation, and statistics

Manifestation: The 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: Marrakech

Efficient Throughput Allocation for Emergency Data Transmission in IoMTBased Smart Hospitals

Manifestation: At the 8th International Conference on Smart City Applications

Date: 2023-10-05

Organisation: ESTP-Paris France

Blockchain-Based System for Security and Privacy of Students’ Health Records

Manifestation: The Fourth international conference on Digital Age & Technological Advances for Sustainable Development (DATA’23)

Date: 2023-05-03

Organisation: Casablanca, Morocco