WebJan 25, 2024 · DKN is a content-based deep recommendation framework for click-through rate prediction. The key component of DKN is a multi-channel and word-entity-aligned knowledge-aware convolutional neural network (KCNN) that fuses semantic-level and knowledge-level representations of news. WebDec 5, 2024 · We focus on a new recommendation scenario, Knowledge-enhanced Tag-aware Recommendation System (KTRS), that absorbs the advantage of knowledge graph based methods into TRS and thus addresses sparsity and arbitrariness problems. •
KRec-C2: A Knowledge Graph Enhanced Recommendation with
WebAug 1, 2024 · We design novel personalized knowledge-aware attention mechanisms to capture user-specific fine-grained semantics in the KG to achieve more personalized recommendation. We conduct extensive experiments to evaluate our model COAT on four benchmark datasets for top- K recommendation and click-through rate prediction. 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. inovio investor relations
arXiv:2110.03987v1 [cs.IR] 8 Oct 2024
WebIn Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, co-located with 28th ACM International Conference on Information and Knowledge Management, [email protected] 2024, Beijing, China, November 7, 2024(CEUR Workshop Proceedings, Vol. 2601), Vito Walter Anelli and Tommaso Di Noia … 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 … WebIn this paper, we contribute a new model named Knowledge-aware Path Recurrent Network (KPRN) to exploit knowledge graph for recommendation. KPRN can generate path representations by composing the semantics of both entities and relations. inovio earnings call