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Cross-view contrastive representation learning on meta-path induced graphs with node features for bundle recommendation | Synapse
March 3, 2026
Cross-view contrastive representation learning on meta-path induced graphs with node features for bundle recommendation
PZ
P. Zhang
Beijing Institute of Technology
ZN
Zhendong Niu
RM
Ru Ma
Yanshan University
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Puntos clave
Improved accuracy in bundle recommendation is achieved through novel contrastive representation learning.
Key metric shows that using meta-path induced graphs enhances recommendation quality by engaging node features.
Cross-view contrastive representation technique effectively utilizes meta-paths to analyze graph structures.
Results support the notion that leveraging meta-paths offers promising avenues for future recommendation systems.
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Zhang et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75eb6c6e9836116a2993e
https://doi.org/https://doi.org/10.1016/j.neunet.2026.108669
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