Rule Learning over Knowledge Graphs: A Review

Rule Learning over Knowledge Graphs: A Review

Compared to black-box neural networks, logic rules express explicit knowledge, can provide human-understandable explanations for reasoning processes, and have found their wide application in knowledge graphs and other downstream tasks. As extracting rules manually from large knowledge graphs is labo...

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Bibliographic Details
Main Authors: Wu, Hong, Wang, Zhe, Wang, Kewen, Omran, Pouya Ghiasnezhad, Li, Jiangmeng
Format: Article
Language:English
Published: Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik 2023-12-01
Series:Transactions on Graph Data and Knowledge
Subjects:
rule learning
knowledge graphs
link prediction
Online Access:https://drops.dagstuhl.de/storage/08tgdk/tgdk-vol001/tgdk-vol001-issue001/TGDK.1.1.7/TGDK.1.1.7.pdf

Internet

https://drops.dagstuhl.de/storage/08tgdk/tgdk-vol001/tgdk-vol001-issue001/TGDK.1.1.7/TGDK.1.1.7.pdf

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