Fast rule mining in ontological knowledge bases with AMIE

Recent advances in information extraction have led to huge knowledge bases (KBs), which capture knowledge in a machine-readable format. Inductive logic programming (ILP) can be used to mine logical rules from these KBs, such as “If two persons are married, then they (usually) live in the same city.”...

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Bibliographic Details

Published in:	The VLDB journal Vol. 24; no. 6; pp. 707 - 730
Main Authors:	Galárraga, Luis, Teflioudi, Christina, Hose, Katja, Suchanek, Fabian M.
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2015 Springer
Subjects:	Computer Science Database Management Regular Paper Web Inductive logic programming ILP Knowledge bases Rule mining
ISSN:	1066-8888, 0949-877X
Online Access:	Get full text
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