ALOD2Vec matcher

URL:	http://ceur-ws.org/Vol-2288/oaei18_paper3.pdf
Additional URL:	http://ceur-ws.org/Vol-2288/
Document Type:	Conference or workshop publication
Year of publication:	2018
Book title:	OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018
The title of a journal, publication series:	CEUR Workshop Proceedings
Volume:	2288
Page range:	132-137
Conference title:	OM 2018
Location of the conference venue:	Monterey, CA
Date of the conference:	08.10.2018
Publisher:	Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Cheatham, Michelle ; Hassanzadeh, Oktie
Place of publication:	Aachen, Germany
Publishing house:	RWTH Aachen
ISSN:	1613-0073
Publication language:	English
Institution:	School of Business Informatics and Mathematics > Web Data Mining (Paulheim 2018-)
Subject:	004 Computer science, internet
Abstract:	In this paper, we introduce the ALOD2Vec Matcher, an ontology matching tool that exploits a Web-scale data set, i.e., WebIsALOD, as external knowledge source. In order to make use of the data set, the RDF2Vec approach is chosen to derive embeddings for each concept available in the data set. We show that it is possible to use very large RDF graphs as external background knowledge source for the task of ontology matching.