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DataFunTalk
DataFunTalk
Nov 4, 2022 · Artificial Intelligence

Explainable Knowledge Graph Reasoning: Background, Advances, Motivation, Recent Research, and Outlook

This article reviews explainable knowledge graph reasoning, covering its background, core concepts, downstream applications, major reasoning methods, motivations for interpretability, recent advances such as hierarchical and Bayesian reinforcement learning, meta‑path mining, and future research directions.

explainable AIgraph reasoninghierarchical RL
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Explainable Knowledge Graph Reasoning: Background, Advances, Motivation, Recent Research, and Outlook