2026-10-10T16:53:48Z https://www.scidb.cn/oai

10.11922/sciencedb.j00104.00006 2020-01-07T10:17:48Z

2020-01-07 GeoLink doi:10.11922/sciencedb.j00104.00006 en The data set consists of two ontologies, the GeoLink Base Ontology (GBO) and the GeoLink Modular Ontology (GMO), as well as a manually created reference alignment that was developed in consultation with domain experts from different institutions. The alignment includes 1:1, 1:n, and m:n equivalence and subsumption correspondences, and is available in both Expressive and Declarative Ontology Alignment Language (EDOAL) and rule syntax. The benchmark has been expanded from its original version to contain real-world instance data from seven geoscience data providers that has been published according to both ontologies. This allows it to be used by extensional alignment systems or those that require training data. This benchmark has been incorporated into the Ontology Alignment Evaluation Initiative (OAEI) complex track to help researchers test their automated alignment systems and algorithms. This paper also analyzes the challenges inherent in effectively generating, detecting, and evaluating complex ontology alignments and provides a road map for future work on this topic. Ontology matching; Complex ontology alignment; Real-world ontology; Ontology population; Complex ontology alignment benchmark Lu Zhou Michelle Cheatham Adila Krisnadhi Pascal Hitzler PUBLIC https://creativecommons.org/licenses/by/4.0/ dataset http://www.doi.org/10.1162/dint_a_00054 Science Data Bank