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

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...

Full description

Saved in:
Bibliographic Details
Main Authors: Maria-Esther Vidal, Yashrajsinh Chudasama, Hao Huang, Disha Purohit, Maria Torrente
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Web Semantics
Subjects:
Knowledge Graphs
Neuro-symbolic systems
Semantic Data Management
Valid link prediction
Counterfactual prediction
KG-based applications
Online Access:http://www.sciencedirect.com/science/article/pii/S1570826824000428
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.sciencedirect.com/science/article/pii/S1570826824000428

Similar Items