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What is An Aspect Performance-Aware Hypergraph Neural Network about?

This paper presents an Aspect Performance-aware Hypergraph Neural Network (APH) designed for review-based recommendations, which incorporates the performance of items based on conflicting sentiment polarities from user reviews. The APH systematically constructs an aspect hypergraph to model relationships among users, items, aspects, and sentiment, leading to improved recommendation accuracy. Experiments demonstrate that APH outperforms existing methods, achieving significant enhancements in metrics such as

Author

aayushdahivele

Language

EN