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Titlebook: Database Systems for Advanced Applications; 28th International C Xin Wang,Maria Luisa Sapino,Hongzhi Yin Conference proceedings 2023 The Ed

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Palgrave Studies in the History of Childhood by users’ historical behaviors, respectively. Then the User-to-User Network (UUN) is designed to mine user interests through the relationship between target users and similar users after representing the target users more accurately and richly. The experimental results show that the DUIIN model pro
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https://doi.org/10.1007/978-3-642-61667-9iently to capture the collaborative filtering signals of the items from both domains. To further alleviate the framework structure and aggregate the user-specific sequential pattern, we devise a novel dual-channel External Attention (EA) component, which calculates the correlation among all items vi
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On a Problem Transmitted by Doug McIlroyublic datasets demonstrate that the proposed method achieves remarkable training speedups over LightGCN and substantially outperforms the state-of-the-art GCN-based CF models. Our method also shows a great improvement in long-tail recommendation.
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Constructive Type Theory—An Introductione representations. Next, we obtain the final node representations through the signal integration strategy. Finally, the model is trained by the joint learning paradigm. The experimental results on three public datasets are better than the baseline models.
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