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Junyu Kong
Master student at UPenn
Philadelphia, PA
Public Documents
1
Product Recommendation System Based on Rich-Club Integrated Model
Junyu Kong
and 1 more
September 10, 2024
The rich-club phenomenon describes the tendency of well-connected nodes to form highly cohesive cores within networks, offering insights into their fundamental structure. This paper presents the Rich-Club Integrated (RCI) model, developed for predicting missing edges in large and complex bipartite networks, which is particularly relevant for product recommendation systems. By incorporating the rich-club coefficient, RCI demonstrates enhanced performance compared to models that do not account for this phenomenon. This study highlights the practical utility of the rich-club coefficient in enhancing recommendation systems and encourages further exploration of this approach in network analysis.