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Ontology Matching: State of the Art and Future Challenges [PDF]
IEEE Transactions on Knowledge and Data Engineering, 2013 shvaiko2013aInternational audienceAfter years of research on ontology matching, it is reasonable to consider several questions: is the field of ontology matching still making progress?
Euzenat, Jérôme, Shvaiko, Pavel
exaly +8 more sources
MultiFarm: A Benchmark for Multilingual Ontology Matching [PDF]
SSRN Electronic Journal, 2012 In this paper we present the MultiFarm dataset, which has been designed as a benchmark for multilingual ontology matching. The MultiFarm dataset is composed of a set of ontologies translated in different languages and the corresponding alignments between these ontologies.
Ondřej Zamazal +12 more
core +13 more sources
Matching disease and phenotype ontologies in the ontology alignment evaluation initiative [PDF]
Journal of Biomedical Semantics, 2017 The disease and phenotype track was designed to evaluate the relative performance of ontology matching systems that generate mappings between source ontologies. Disease and phenotype ontologies are important for applications such as data mining, data integration and knowledge management to support translational science in drug discovery and ...
Harrow, I. +9 more
core +12 more sources
An ontology for software component matching [PDF]
International Journal on Software Tools for Technology Transfer, 2003 The Web is likely to be a central platform for software development in the future. We investigate how Semantic Web technologies, in particular ontologies, can be utilised to support software component development in a Web environment. We use description logics, which underlie Semantic Web ontology languages such as DAML+OIL, to develop an ontology for ...
Pahl, Claus
core +10 more sources
Reverse ontology matching [PDF]
ACM SIGMOD Record, 2011 Ontology Matching aims to find the semantic correspondences between ontologies that belong to a single domain but that have been developed separately. However, there are still some problem areas to be solved, because experts are still needed to supervise the matching processes and an efficient way to reuse the alignments has not yet been found.
Martinez-Gil, Jorge +1 more
+9 more sources
Foundational ontologies meet ontology matching: A survey
Semantic Web, 2022 Ontology matching is a research area aimed at finding ways to make different ontologies interoperable. Solutions to the problem have been proposed from different disciplines, including databases, natural language processing, and machine learning. The role of foundational ontologies for ontology matching is an important one, as they provide a well ...
Renata Vieira +5 more
openaire +5 more sources
Ontology matching with semantic verification [PDF]
Journal of Web Semantics, 2009 ASMOV (Automated Semantic Matching of Ontologies with Verification) is a novel algorithm that uses lexical and structural characteristics of two ontologies to iteratively calculate a similarity measure between them, derives an alignment, and then verifies it to ensure that it does not contain semantic inconsistencies.
E. P. Shironoshita +2 more
openaire +5 more sources
Ontology Matching with Knowledge Rules [PDF]
, 2015 Ontology matching is the process of automatically determining the semantic equivalences between the concepts of two ontologies. Most ontology matching algorithms are based on two types of strategies: terminology-based strategies, which align concepts based on their names or descriptions, and structure-based strategies, which exploit concept hierarchies
Daniel Lowd, Shangpu Jiang, Dejing Dou
openaire +4 more sources
Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules [PDF]
, 2020 Large ontologies still pose serious challenges to state-of-the-art ontology alignment systems. In this paper we present an approach that combines a neural embedding model and logic-based modules to accurately divide an input ontology matching task into ...
Agibetov, A. +4 more
core +2 more sources
Ontology segmentation in ontology matching
2017 International Conference on Computer Science and Engineering (UBMK), 2017 Ontologies are domain-specific constructs developed for many different purposes. But, they can be different even within the same domain. Ontology matching is a method for finding the same things in between existing ontologies by looking at semantic similarities.
Şentürk, Fatmana, Aytaç, Vecdi
openaire +7 more sources