A simple standard for sharing ontological mappings (SSSOM)
Despite progress in the development of standards for describing and exchanging scientific
information, the lack of easy-to-use standards for mapping between different representations …
information, the lack of easy-to-use standards for mapping between different representations …
Results of the ontology alignment evaluation initiative 2020
The Ontology Alignment Evaluation Initiative (OAEI) aims at comparing ontology matching
systems on precisely defined test cases. These test cases can be based on ontologies of …
systems on precisely defined test cases. These test cases can be based on ontologies of …
Olala: Ontology matching with large language models
S Hertling, H Paulheim - Proceedings of the 12th Knowledge Capture …, 2023 - dl.acm.org
Ontology (and more generally: Knowledge Graph) Matching is a challenging task where
information in natural language is one of the most important signals to process. With the rise …
information in natural language is one of the most important signals to process. With the rise …
Machine learning-friendly biomedical datasets for equivalence and subsumption ontology matching
Ontology Matching (OM) plays an important role in many domains such as bioinformatics
and the Semantic Web, and its research is becoming increasingly popular, especially with …
and the Semantic Web, and its research is becoming increasingly popular, especially with …
The knowledge graph track at OAEI: Gold standards, baselines, and the golden hammer bias
S Hertling, H Paulheim - … Web: 17th International Conference, ESWC 2020 …, 2020 - Springer
Abstract The Ontology Alignment Evaluation Initiative (OAEI) is an annual evaluation of
ontology matching tools. In 2018, we have started the Knowledge Graph track, whose goal is …
ontology matching tools. In 2018, we have started the Knowledge Graph track, whose goal is …
Results of the ontology alignment evaluation initiative 2019
The Ontology Alignment Evaluation Initiative (OAEI) aims at comparing ontology matching
systems on precisely defined test cases. These test cases can be based on ontologies of …
systems on precisely defined test cases. These test cases can be based on ontologies of …
[HTML][HTML] Background knowledge in ontology matching: A survey
J Portisch, M Hladik, H Paulheim - Semantic Web, 2022 - content.iospress.com
Ontology matching is an integral part for establishing semantic interoperability. One of the
main challenges within the ontology matching operation is semantic heterogeneity, ie …
main challenges within the ontology matching operation is semantic heterogeneity, ie …
TOM matcher results for OAEI 2021
D Kossack, N Borg, L Knorr… - CEUR Workshop …, 2022 - madoc.bib.uni-mannheim.de
This paper presents the matching system TOM together with its results in the Ontology
Alignment Evaluation Initiative 2021 (OAEI 2021). This is the first participation of TOM in the …
Alignment Evaluation Initiative 2021 (OAEI 2021). This is the first participation of TOM in the …
Background knowledge in schema matching: Strategy vs. data
J Portisch, M Hladik, H Paulheim - International Semantic Web …, 2021 - Springer
The use of external background knowledge can be beneficial for the task of matching
schemas or ontologies automatically. In this paper, we exploit six general-purpose …
schemas or ontologies automatically. In this paper, we exploit six general-purpose …
Supervised ontology and instance matching with MELT
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 …
EvaLuation Toolkit (MELT) which facilitates the application of supervised learning for …