OWL2Vec: embedding of OWL ontologies

Semantic embedding of knowledge graphs has been widely studied and used for prediction and statistical analysis tasks across various domains such as Natural Language Processing and the Semantic Web. However, less attention has been paid to developing robust methods for embedding OWL (Web Ontology La...

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Bibliographic Details
Published in:	Machine learning Vol. 110; no. 7; pp. 1813 - 1845
Main Authors:	Chen, Jiaoyan, Hu, Pan, Jimenez-Ruiz, Ernesto, Holter, Ole Magnus, Antonyrajah, Denvar, Horrocks, Ian
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.07.2021 Springer Nature B.V
Subjects:	Artificial Intelligence Bioinformatics Computer Science Control Domains Embedding Empirical analysis Graphs Knowledge representation Machine Learning Mechatronics Natural language processing Natural Language Processing (NLP) Ontology Programming languages Random walk Robotics Semantic web Semantics Simulation and Modeling Special issue on Learning and Reasoning Statistical analysis Web Ontology Language-OWL Word embedding Web ontology language Ontology Ontology completion Ontology embedding OWL2Vec
ISSN:	0885-6125, 1573-0565
Online Access:	Get full text
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