2023
DOI: 10.3390/math11214486
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Logical Rule-Based Knowledge Graph Reasoning: A Comprehensive Survey

Zefan Zeng,
Qing Cheng,
Yuehang Si

Abstract: With its powerful expressive capability and intuitive presentation, the knowledge graph has emerged as one of the primary forms of knowledge representation and management. However, the presence of biases in our cognitive and construction processes often leads to varying degrees of incompleteness and errors within knowledge graphs. To address this, reasoning becomes essential for supplementing and rectifying these shortcomings. Logical rule-based knowledge graph reasoning methods excel at performing inference b… Show more

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