Experiences from the anatomy track in the ontology alignment evaluation initiative

Z Dragisic, V Ivanova, H Li, P Lambrix - Journal of biomedical semantics, 2017 - Springer
Background One of the longest running tracks in the Ontology Alignment Evaluation Initiative
is the Anatomy track which focuses on aligning two anatomy ontologies. The Anatomy track …

Survey on complex ontology matching

E Thiéblin, O Haemmerlé, N Hernandez… - Semantic …, 2020 - content.iospress.com
Simple ontology alignments, largely studied in the literature, link a single entity of a source
ontology to a single entity of a target ontology. A limitation of these alignments is their lack of …

Tackling the challenges of matching biomedical ontologies

D Faria, C Pesquita, I Mott, C Martins, FM Couto… - Journal of biomedical …, 2018 - Springer
Background Biomedical ontologies pose several challenges to ontology matching due both
to the complexity of the biomedical domain and to the characteristics of the ontologies …

Hybridizing Fuzzy String Matching and Machine Learning for Improved Ontology Alignment

MSM Rudwan, JV Fonou-Dombeu - Future Internet, 2023 - mdpi.com
Ontology alignment has become an important process for identifying similarities and
differences between ontologies, to facilitate their integration and reuse. To this end, fuzzy …

Matching multiple ontologies to build a knowledge graph for personalized medicine

MC Silva, D Faria, C Pesquita - European Semantic Web Conference, 2022 - Springer
A rich biomedical knowledge graph can support the multi-domain data integration necessary
for the application of Artificial Intelligence models in personalised medicine. Constructing …

[HTML][HTML] Leapme: Learning-based property matching with embeddings

D Ayala, I Hernández, D Ruiz, E Rahm - Data & Knowledge Engineering, 2022 - Elsevier
Data integration tasks such as the creation and extension of knowledge graphs involve the
fusion of heterogeneous entities from many sources. Matching and fusion of such entities …

Standpoint logic: Multi-perspective knowledge representation

L Gómez Álvarez, S Rudolph - Formal Ontology in Information …, 2021 - ebooks.iospress.nl
Ontologies and knowledge bases encode, to a certain extent, the standpoints or
perspectives of their creators. As differences and conflicts between standpoints should be …

Entity alignment via graph neural networks: a component-level study

Y Shu, J Zhang, G Huang, CH Chi, J He - World Wide Web, 2023 - Springer
Entity alignment plays an essential role in the integration of knowledge graphs (KGs) as it
seeks to identify entities that refer to the same real-world objects across different KGs …