WebIn this paper, we propose a knowledge-aware interactive matching method for news recommendation. Our method interactively models candidate news and user interest to facilitate their accurate matching. WebOct 16, 2024 · In this paper, we propose a novel model Knowledge-Aware Sequential Recommendation (KASR), which captures sequence dependencies and semantic relevance of items simultaneously in an end …
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware …
WebMay 11, 2024 · In this section, we propose a deep knowledge-aware approach for web service recommendation called DKWSR, which is designed for a Q&A-based web service recommendation scenario. This method aims at modeling accurate services and user representations, as well as capturing highly complex relations between the users and … WebOct 8, 2024 · To tackle the above challenges, this work proposes a Knowledge-aware Coupled Graph Neural Network (KCGN) that jointly injects the inter-dependent knowledge across items and users into the recommendation framework. KCGN enables the high-order user- and item-wise relation encoding by exploiting the mutual information for global … how to turn on ray tracing in war thunder
Ekar: An Explainable Method for Knowledge Aware …
WebTo address this issue and provide more accurate recommendation, we propose a knowledge-aware recommendation method with Lorentz model of the hyperbolic geometry, namely Lorentzian Knowledge-enhanced Graph convolutional networks for Recommendation (LKGR). LKGR facilitates better modeling of scale-free tripartite graphs … WebMoreover, the previous knowledge-aware recommendation models are insufficient to distill the collaborative signal and personal features from the collective behaviors of users while simultaneously distilling the connectivity and exclusive entity features from the knowledge graph on the item-side. WebMar 1, 2024 · Knowledge Graphs have proven to be extremely valuable to recommender systems, as they enable hybrid graph-based recommendation models encompassing both … how to turn on ray tracing destiny 2