Supervised ontology and instance matching with MELT


Hertling, Sven ; Portisch, Jan ; Paulheim, Heiko


[img] PDF
om2020_LTpaper6.pdf - Published

Download (540kB)

URL: https://madoc.bib.uni-mannheim.de/57494
Additional URL: http://ceur-ws.org/Vol-2788/om2020_LTpaper6.pdf
URN: urn:nbn:de:bsz:180-madoc-574941
Document Type: Conference or workshop publication
Year of publication: 2020
Book title: OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 2788
Page range: 60-71
Conference title: OM 2020
Location of the conference venue: Online
Date of the conference: 02.11.2020
Publisher: Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia
Place of publication: Aachen
Publishing house: RWTH
ISSN: 1613-0073
Related URLs:
Publication language: English
Institution: School of Business Informatics and Mathematics > Web Data Mining (Paulheim 2018-)
Pre-existing license: Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject: 004 Computer science, internet
Keywords (English): ontology matching , supervised learning , machine learning , knowledge graph embeddings
Abstract: In this paper, we present MELT-ML, a machine learning extension to the Matching and EvaLuation Toolkit (MELT) which facilitates the application of supervised learning for ontology and instance matching. Our contributions are twofold: We present an open source machine learning extension to the matching toolkit as well as two supervised learning use cases demonstrating the capabilities of the new extension.

Dieser Eintrag ist Teil der Universitätsbibliographie.

Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt.




Metadata export


Citation


+ Search Authors in

+ Download Statistics

Downloads per month over past year

View more statistics



You have found an error? Please let us know about your desired correction here: E-Mail


Actions (login required)

Show item Show item