Similarity and Trust Metrics Used in Recommender Systems: A Survey. - Maryam Jallouli; Sonia Lajmi; Ikram Amous (ISDA, 2016)

Latent Factor Model Applied to Recommender System: Realization, Steps and Algorithm. - Maryam Jallouli; Sonia Lajmi; Ikram Amous (EMCIS, 2017)

Designing Recommender System: Conceptual Framework and Practical Implementation. - Maryam Jallouli; Sonia Lajmi; Ikram Amous (KES, 2017)

A New Contextual Influencer User Measure to Improve the Accuracy of Recommender System. - Maryam Jallouli; Sonia Lajmi; Ikram Amous (Int. J. Strateg. Inf. Technol. Appl., 2018)

Contextualized Recommendation Model Based Socio-Environmental Factors. - Maryam Jallouli; Sonia Lajmi; Ikram Amous (IDEAS, 2023)

REMOVE: REcommendation Model based on sOcio-enVironmental contExt. - Maryam Jallouli; Sonia Lajmi; Ikram Amous (Multim. Tools Appl., 2023)

Efficient text-based query based on multi-level and deep-semantic multimedia indexing and retrieval. - Mohamed Hamroun 001; Sonia Lajmi; Maryam Jallouli; Abdelbaki Souid (Multim. Tools Appl., 2024)

AVR (advancing video retrieval): A new framework guided by multi-level fusion of visual and semantic Features for deep learning-based concept detection. - Mohamed Hamroun 001; Sonia Lajmi; Maryam Jallouli (Multim. Tools Appl., 2025)