A comprehensive review of recommender systems: Transitioning from theory to practice

S Raza, M Rahman, S Kamawal, A Toroghi… - ar** users navigate an overwhelming
selection of products and services. On online platforms, users have the opportunity to share …

Enhanced multimodal recommendation systems through reviews integration

H Fang, J Liang, L Sha - Knowledge and Information Systems, 2025 - Springer
Multimodal recommendation systems aim to capture diverse user preferences through data
such as text and images, offering more personalized recommendation services. Accurately …

Multi-Channel Graph Convolutional Networks for Graphs with Inconsistent Structures and Features

X Chang, J Wang, R Wang, T Wang, Y Wang, W Li - Electronics, 2024 - mdpi.com
Graph convolutional networks (GCNs) have attracted increasing attention in various fields
due to their significant capacity to process graph-structured data. Typically, the GCN model …