Jul 26, 2023 · Signed Social recommendations leverage signed social information(eg, trust and distrust) to alleviate the cold-start and data sparsity problem.
Jul 5, 2023 · Then, it reconstructs the signed social graph by extracting consistently positive relations, consistently negative relations, and inconsistent ...
Article on Enhancing signed social recommendation via extracting consistent and inconsistent relations, published in Multimedia Tools and Applications 83 on ...
Signed Social recommendations leverage signed social information(e.g., trust and distrust) to alleviate the cold-start and data sparsity problem.
Enhancing signed social recommendation via extracting consistent and inconsistent relations. https://doi.org/10.1007/s11042-023-16276-y.
Enhancing signed social recommendation via extracting consistent and inconsistent relations. Zhanbo Lin Zhilin Yao Shengsheng Wang Whenzhuo Song.
Query Layer: extracting the consistent neighbors of the user, and the consistent neighbors of the item. Neighbor Sampling: Dynamically samples social neighbors ...
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May 5, 2021 · Social inconsistency can be observed from both context- level and relation-level. Therefore, we intend to empower the GNN model with the ability ...
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Social recommendation, which utilizes social relations to enhance recommender systems, has been gaining increasing attention recently with the rapid ...
In this paper, we propose a joint learning method using graph neural networks for item recommendation and trust prediction tasks, named JoRTGNN.