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Results of the Ontology Alignment Evaluation Initiative 2019
2019
International Semantic Web Conference
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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 different levels of complexity (from simple thesauri to expressive OWL ontologies) and use different evaluation modalities (e.g., blind evaluation, open evaluation ...
We thank Andrea Turbati and the AGROVOC team for their very appreciated help with the preparation of the AGROVOC subset ontology. ...
dblp:conf/semweb/AlgergawyFFFHHJ19
fatcat:4bl22l4qanf5xj3mwmxfykvo7q
Visual Analysis of Ontology Matching Results with the MELT Dashboard
[article]
2020
arXiv
pre-print
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In addition, the dashboard offers detailed group evaluation capabilities that allow for the application in broad evaluation campaigns such as the Ontology Alignment Evaluation Initiative (OAEI). ...
In this demo, we introduce MELT Dashboard, an interactive Web user interface for ontology alignment evaluation which is created with the existing Matching EvaLuation Toolkit (MELT). ...
Use Case and Demonstration One use case for the framework are OAEI campaigns. The Ontology Alignment Evaluation Initiative is running evaluation campaigns [2] every year since 2005. ...
arXiv:2004.12628v1
fatcat:d2kdz6edybckrnszebr5qoxtqi
POMap++ Results for OAEI 2019: Fully Automated Machine Learning Approach for Ontology Matching
2019
International Semantic Web Conference
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In this paper, we present POMap++ as well as the obtained results for the Ontology Alignment Evaluation Initiative of 2019. ...
POMap++ is a novel ontology matching system based on a machine learning approach. This year is the second participation of POMap++ in the Ontology Alignment Evaluation Initiative (OAEI). ...
To summarize, the main issues of the alignment of large ontologies are the conceptual heterogeneity, the high search space and the decreased quality of the resulted alignments. ...
dblp:conf/semweb/LaadharGMRTG19
fatcat:5mmqxfvw2nh5dfpulou2hyff4q
ALIN results for OAEI 2020
2020
International Semantic Web Conference
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This article describes the participation of Alin at OAEI 2020 and discusses its results. ...
As Alin selects through semantic and lexical metrics many of the mappings that the domain expert evaluates, we hope that the standardization of the concept names will improve the selection of the mappings ...
Nevertheless, there is still room for improvements [2] , as evidenced by the most recent results from the evaluation of interactive tools in the OAEI 5 (Ontology Alignment Evaluation Initiative). ...
dblp:conf/semweb/SilvaDRB20
fatcat:2762glxgdvhx3hun6bkc3k75ie
Towards matching of domain ontologies to cross-domain ontology: evaluation perspective
2020
International Semantic Web Conference
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As expected evaluation metrics are rather low (e.g. 0.42 vs. 0.70 in terms of comparing F 1 -measures with regard to the result of matching of domain ontologies in the conference track of OAEI 2019). ...
Based on these input a tentative RA were prepared. 4 Finally, the RA were reconciled with the existing RA for the conference track of OAEI (Ontology Alignment Evaluation Initiative) 5 consisting of correspondences ...
dblp:conf/semweb/SatraZ20
fatcat:bhz5s5djr5bvpoh5iw2kqncwp4
Conference v3.0 : A Populated Version of the Conference Dataset
2019
International Semantic Web Conference
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It has been widely used in ontology matching evaluation, in particular in the context of the Ontology Alignment Evaluation Initiative (OAEI). ...
The Conference dataset consists of independently designed ontologies in the domain of conference organisation, together with a subset of reference alignments between these ontologies. ...
While in [4] , a partially populated version of the dataset has been used to evaluate alignments on the query rewriting task, the resulting dataset is limited to the scope of the queries used in the evaluation ...
dblp:conf/semweb/ThieblinT19
fatcat:j7uu7v4umjghtbwn7sfqohxuh4
ONTMAT1: Results for OAEI 2019
2019
International Semantic Web Conference
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This paper describes an ontology matching system named ONTMAT1, and presents the results obtained for the Ontology Alignment Evaluation Initiative (OAEI) 2019. ...
ONTMAT1 compares entities of ontologies to align by structural and terminological methods which use a reasoner along with wordnet dictionnary. ...
Adaptations made for the evaluation The alignment format adapted by the results, is the "=" sign for equivalence relation with confidence of 1. ...
dblp:conf/semweb/GherbiK19
fatcat:r5hdhdp5pnb4rgquy36r5a4x4i
Explicit Link Discovery Scheme Optimized with Ontology Mapping using Improved Machine Learning Approach
2021
Studies in Informatics and Control
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The final process involves the mapping of two sets of links based on the similarity of domain/ range criteria for accurate results. ...
In this paper a new model of similarity matching techniques is presented with the purpose of integrating related ontologies. ...
OAEI for Ontology Mapping Approach Ontology Alignment Evaluation Initiative is a coordinating community who evaluates ontology matching tools. ...
doi:10.24846/v30i1y202106
fatcat:6btp2dhhjvbqpgnorfptr7s4ei
ALIN results for OAEI 2021
2021
International Semantic Web Conference
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This article describes the participation of Alin at OAEI 2021 and discusses its results. ...
In the current version, we modified the grammars used during the process in order to improve the quality of the alignments. ...
Nevertheless, there is still room for improvements [2] , as evidenced by the most recent results from the evaluation of interactive tools in the OAEI 5 (Ontology Alignment Evaluation Initiative). ...
dblp:conf/semweb/SilvaRBL21
fatcat:fmtel3a7wfcbxi4jdxhv7r74ti
Evaluating Ontology Matchers on Real-World Financial Services Data Models
2019
International Conference on Semantic Systems
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We evaluate state of the art ontology matchers on our newly created data set. ...
Our experiments show that current matching systems struggle to handle enterprise data sets and achieve significantly lower scores compared to data sets of other evaluation initiatives. ...
Acknowledgements go to Gaurav Sharma and Stephan Schub for helping compiling the mappings and overcoming technical obstacles. ...
dblp:conf/i-semantics/PortischHP19
fatcat:6wm7wulf2rddjkvfn6oixan7sq
ALIN Results for OAEI 2019
2019
International Semantic Web Conference
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This paper describes its configuration for the OAEI 2019 competition and discusses its results. ...
1 ALIN is an ontology matching system specialized in the interactive ontology matching, and its main characteristic is the use of expert feedback to improve the set of selected mappings, using semantic ...
The organization of FMA ontology in memory and the search for synonyms and word variations led to longer run time (Table 9 and Table 10 )
General Comments Evaluating the results, we can see that the ...
dblp:conf/semweb/SilvaDRB19
fatcat:tqm5goxsonba7omj6xfmp2cqsa
Matching BFO, DOLCE, GFO and SUMO: an Evaluation of OAEI 2018 Matching Systems
2019
Joint Seminar on Ontology Research in Brazil / International Workshop on Metamodels, Ontologies and Semantic Technologies
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The first step toward this task is to find correspondences between them. This paper extends previous work in the analysis of automatic matching system in the task of matching foundational ontologies. ...
Interoperability across domain ontologies relying on different foundational ontologies depends hence on the ability of interchanging foundational ontologies. ...
Oberle for sending us all the generated alignments between SUMO and DOLCE-Lite. ...
dblp:conf/ontobras/SchmidtTV19
fatcat:t5zccean65cpdcy5emialc5esa
Wiktionary matcher results for OAEI 2020
2020
International Semantic Web Conference
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This paper presents the results of the Wiktionary Matcher in the Ontology Alignment Evaluation Initiative (OAEI) 2020. ...
Multiple current language versions of Wiktionary are merged and used for monolingual ontology matching by exploiting synonymy relations and for multilingual matching by exploiting the translations given ...
This is the second OAEI participation of this matching system, Wiktionary Matcher initially participated in the OAEI in 2019 [10] . ...
dblp:conf/semweb/PortischP20
fatcat:5vvdw6prfza4jooarljastavzu
Results of the Ontology Alignment Evaluation Initiative 2021
2021
International Semantic Web Conference
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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 different levels of complexity and use different evaluation modalities (e.g., blind evaluation, open evaluation, or consensus). ...
We also thank for their support the past members of the Ontology Alignment Evaluation Initiative steering committee: Jérôme Euzenat (INRIA, FR), Yannis Kalfoglou (Ricoh laboratories, UK), Miklos Nagy ( ...
dblp:conf/semweb/PourAAAFFFHHHHI21
fatcat:4nuxovycmzc6vkbldi2zc4rde4
Learning reference alignments for ontology matching within and across domains
2020
International Semantic Web Conference
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A simple approach is to take a consensus alignment built from the outputs of several ontology matching systems results. ...
Reference alignments are the standard approach for ontology alignment evaluation. However, building a reference alignment is timeconsuming and usually depends on expert availability. ...
Introduction The evaluation of ontology alignments typically relies on reference alignments which are automatically compared to the outputs of the alignment systems. ...
dblp:conf/semweb/LimaBCFP20
fatcat:trvm264t4ve6lggtyjgdb3xpzy
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