In this paper, a knowledge graph-based recommendation system was proposed enriched with knowledge graph representation learning and neural collaborative filtering. The proposed recommendation system first presents data in the form of a knowledge graph which is constructed based on the user-user, user-ta...
文献标题:Knowledge graph-based image classification 文献作者:Franck Anaël Mbiaya,Christel Vrain,Frédéric Ros,Thi-Bich-Hanh Dao,Yves Lucas 作者单位:Univ Orleans 发表日期:2024-05 发表期刊:Data…
论文提出了模型 基于知识图谱的因果推荐 (Knowledge Graph-based Causal Recommendation, KGCR)模型。论文组合使用后门调整和反事实推理,分别完成了confounder去除和对于结果的debias。论文比较完整,值得一读。 论文由Yinwei Wei等人完成。 论文地址:ieeexplore.ieee.org/doc 代码仓库:github.com/weiyinwei/KG 论文概况及...
论文阅读Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network,程序员大本营,技术文章内容聚合第一站。
Knowledge-graph-based cell-cell communication inference for spatially resolved transcriptomic data - HICAI-ZJU/SpaTalk
KG-RAG stands for Knowledge Graph-based Retrieval Augmented Generation. KG_RAG_schematics.mov It is a task agnostic framework that combines the explicit knowledge of a Knowledge Graph (KG) with the implicit knowledge of a Large Language Model (LLM). Here is thearXiv preprintof the work. ...
Edited by Cambria Erik, Akshi Kumar, Al-Ayyoub Mahmoud, Newton Howard 18 July 2022 Knowledge-Graph-Enabled Artificial Intelligence Edited by Xin Wang, Diego Calvenese, Aiden Hogan 15 July 2022 View all special issues and article collections View all issues ...
近日,我院周毅教授团队在中科院一区TOP期刊Knowledge-Based Systems在线发表题为《Enhancing text-based knowledge graph completion with zero-shot large language models: A focus on semantic enhancement》的研究论文。该论文提出了一种新的知...
"Graph-based Knowledge Representation", Computational Foundations of Conceptual Graphs, Springer, 2009.M. Chein and M.-L. Mugnier. Graph-based Knowledge Representation. Springer, London, GB, 2009.Chein, M., Mugnier, M.: Graph-based Knowledge Representation. Advanced Information and Knowledge ...
思路二:基于知识图谱的知识(Graph-based knowledge) 思路一的方式比较直观,不过存在的缺陷是无法表征两个没有同时出现过的类别之间的关系。比如,车和游艇没有在一个场景中同时出现,但不能“粗暴”的认为这两者毫无关联吧,肯定需要一个微弱的权值来表示两者之间的关系。