Integrating Knowledge Graphs with Symbolic AI: The Path to Interpretable Hybrid AI Systems in Medicine

Knowledge Graphs (KGs) are graph-based structures that integrate heterogeneous data, capture domain knowledge, and enable explainable AI through symbolic reasoning. This position paper examines the challenges and research opportunities in integrating KGs with neuro-symbolic AI, highlighting their po...

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Autores principales:	Maria-Esther Vidal, Yashrajsinh Chudasama, Hao Huang, Disha Purohit, Maria Torrente
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2025-01-01
Colección:	Web Semantics
Materias:	Knowledge Graphs Neuro-symbolic systems Semantic Data Management Valid link prediction Counterfactual prediction KG-based applications
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S1570826824000428
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