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MapSSS results for OAEI 2011

Michelle Cheatham
2011 International Semantic Web Conference  
This is the first year MapSSS has been a part of the OAEI competition, and it is hoped that these results will serve as a baseline for comparison with a more mature version of the algorithm a year from  ...  MapSSS is very preliminary work on the feasibility of matching OWL -based ontologies in a manner that involves using only limited reasoning over the ontologies.  ...  Results MapSSS has only been tested extensively on the benchmark test set, but it can produce results for the conference set as well.  ... 
dblp:conf/semweb/Cheatham11 fatcat:tkcky7ecbvcgrnrqdo5iconz6i

Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases [article]

Christian Meilicke, Cássia Trojahn, Heiner Stuckenschmidt University of Economics Prague, University of Oxford)
2012 arXiv   pre-print
In this paper, we report on the results of an intermediary OAEI campaign called OAEI 2011.5. The evaluations of this campaign are divided in five tracks.  ...  In the field of ontology matching, the most systematic evaluation of matching systems is established by the Ontology Alignment Evaluation Initiative (OAEI), which is an annual campaign for evaluating ontology  ...  Regarding comparison between the OAEI 2011 and OAEI 2011.5 top matchers, YAM++ improved its results by 0.09 percentage points and remained on the top.  ... 
arXiv:1208.3148v1 fatcat:4mksls4knncbjc6tytslifmuym

Exploiting the UMLS metathesaurus in the ontology alignment evaluation initiative

Ernesto Jiménez-Ruiz, Bernardo Cuenca Grau, Ian Horrocks
2012 Annual Conference of the Spanish Society for Natural Language Processing  
We also present the obtained results in the Large BioMed track of the OAEI 2011.5 campaign where the reference alignments are based on UMLS.  ...  Initiative (OAEI).  ...  We also thank the organisers of the OAEI evaluation campaigns for providing test data and infrastructure.  ... 
dblp:conf/sepln/Jimenez-RuizGH12 fatcat:w3avs5dpdnezhk4f23xqvh7tzm

Results of the ontology alignment evaluation initiative 2011

Jérôme Euzenat, Alfio Ferrara, Willem Robert van Hage, Laura Hollink, Christian Meilicke, Andriy Nikolov, Dominique Ritze, François Scharffe, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Cássia Trojahn dos Santos
2011 International Semantic Web Conference  
Finally in 2011, the OAEI results were presented again at the Ontology Matching workshop collocated with ISWC, in Bonn, Germany 2 .  ...  This paper is an overall presentation of the OAEI 2011 campaign.  ...  The best way to learn about the results remains to read the following papers.  ... 
dblp:conf/semweb/EuzenatFHHMNRSSSST11 fatcat:a4ssdrfjonaahma6kxuljeergm

Testing the AgreementMaker System in the Anatomy Task of OAEI 2012 [article]

Daniel Faria, Catia Pesquita, Emanuel Santos, Francisco M. Couto, Cosmin Stroe, Isabel F. Cruz
2012 arXiv   pre-print
While AgreementMaker did not compete in OAEI 2012, here we report on its performance in the 2012 anatomy task, using the same configurations of AgreementMaker submitted to OAEI 2011.  ...  The AgreementMaker system was the leading system in the anatomy task of the Ontology Alignment Evaluation Initiative (OAEI) competition in 2011.  ...  While the AgreementMaker system did not compete in the OAEI 2012, here we report on its performance in the 2012 anatomy task, using the configurations used for OAEI 2011 [2] .  ... 
arXiv:1212.1625v1 fatcat:iu7yttho3zaqfjhqyx5qefedce

Results of the Ontology Alignment Evaluation Initiative 2012

José-Luis Aguirre, Kai Eckert, Jérôme Euzenat, Alfio Ferrara, Willem Robert van Hage, Laura Hollink, Christian Meilicke, Andriy Nikolov, Dominique Ritze, François Scharffe, Pavel Shvaiko, Ondrej Sváb-Zamazal (+4 others)
2012 International Semantic Web Conference  
The only official results of the campaign, however, are on the OAEI web site.  ...  This paper is an overall presentation of the OAEI 2012 campaign.  ...  The best way to learn about the results remains to read the following papers. We would like to thank Andreas Oskar Kempf from GESIS for the manual evaluation of the new detected correspondences.  ... 
dblp:conf/semweb/Aguirre0EFHHMNRSSSSJGZ12 fatcat:wfcmwfuqifcevefgxusgp2cjp4

Results of the Ontology Alignment Evaluation Initiative 2013

Bernardo Cuenca Grau, Zlatan Dragisic, Kai Eckert, Jérôme Euzenat, Alfio Ferrara, Roger Granada, Valentina Ivanova, Ernesto Jiménez-Ruiz, Andreas Oskar Kempf, Patrick Lambrix, Andriy Nikolov, Heiko Paulheim (+5 others)
2013 International Semantic Web Conference  
The only official results of the campaign, however, are on the OAEI web site.  ...  This paper is an overall presentation of the OAEI 2013 campaign.  ...  The best way to learn about the results remains to read the following papers. We are very grateful to STI Innsbruck for providing the necessary infrastructure to maintain the SEALS repositories.  ... 
dblp:conf/semweb/GrauD0EFGIJKLNPRSSSZ13 fatcat:svm6wkyw35fk5k4nmt66kwaouq

MultiFarm: A benchmark for multilingual ontology matching

Christian Meilicke, Raúl García-Castro, Fred Freitas, Willem Robert van Hage, Elena Montiel-Ponsoda, Ryan Ribeiro de Azevedo, Heiner Stuckenschmidt, Ondřej Šváb-Zamazal, Vojtěch Svátek, Andrei Tamilin, Cássia Trojahn, Shenghui Wang
2012 Journal of Web Semantics  
It is based on the OntoFarm dataset, which has been used successfully for several years in the Ontology Alignment Evaluation Initiative (OAEI).  ...  In this paper we present the MultiFarm dataset, which has been designed as a benchmark for multilingual ontology matching.  ...  Comparing these results with the results measured for the OAEI 2011 benchmark track, it turns out that all systems listed in the previous paragraph have been among the top five systems of this track.  ... 
doi:10.1016/j.websem.2012.04.001 fatcat:nlvpfrguurh4tcs6qahlzkn3xy

Light-weight ontology alignment using best-match clone detection

Paul L. Geesaman, James R. Cordy, Amal Zouaq
2013 2013 7th International Workshop on Software Clones (IWSC)  
languages such as WSDL using contextualization, in this work we apply near-miss clone detection to the problem of ontology alignment, and use the new notion of "best-match" clone detection to achieve results  ...  Many algorithms have been proposed for ontology alignment, each with their own strengths and weaknesses.  ...  The 300-level tests are real-life ontologies describing the same domain, but the OAEI webpage for the 2011 challenge says that the gold standards for these ontologies contain flaws, and thus the OAEI did  ... 
doi:10.1109/iwsc.2013.6613032 dblp:conf/iwsc/GeesamanCZ13 fatcat:wu5bt7qev5dlxijg4orxcfff5q

Summary of the MaasMatch participation in the OAEI-2013 campaign

Frederik C. Schadd, Nico Roos
2013 International Semantic Web Conference  
This paper summarizes the results of the third participation of the MaasMatch system in the Ontology Alignment Evaluation Initiative (OAEI) competition.  ...  Several additions were made to the MaasMatch system with the intent of rectifying its limitations, as observed during the previous OAEI campaign.  ...  We suggest to re-introduce a three week testing period to the evaluation procedure, similar to the 2011 OAEI competition.  ... 
dblp:conf/semweb/SchaddR13 fatcat:sbjpwj5orzfphgkqffg2jep3ou

Ontology Mapping using Fuzzy Decision Tree and Formal Concept Analysis

Manjula Shenoy, Dr. K.C. Shet, Dr. U. Dinesh Acharya
2013 INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY  
So, for systems to interoperate, it becomes necessary to map these heterogeneous ontologies.This paper discusses the state of the art methods and outlines a new approach with improved precision and recall  ...  The results of the approach on benchmark data sets of OAEI 2011 are as shown in table V. J u n e 2 0 , 2 0 1 3 It is also tested on benchmark data sets of 2012.  ...  1xx 1 1 1 2xx 0.93 0.68 0.78 3xx 0.90 0.59 0.75 TABLE VI VI Overall results dataset biblio finance accuracy AROMA YAM++ MapSSS FDT AROMA YAM++ MapSSS FDT Precision  ... 
doi:10.24297/ijct.v8i1.6825 fatcat:c74lwhg3tnf53oeukd37t3cagm

Ontology matching: A literature review

Lorena Otero-Cerdeira, Francisco J. Rodríguez-Martínez, Alma Gómez-Rodríguez
2015 Expert systems with applications  
However, for new practitioners that approach the field, this amount of information might seem overwhelming.  ...  The information in this review is extended and supported by the results obtained by a survey that we have designed and conducted among the practitioners.  ...  One of them presenting its overall behavior and the other reporting its results for the OAEI'12 ).  ... 
doi:10.1016/j.eswa.2014.08.032 fatcat:u3hdwsav4veo7lgi7w2eejimee

Conference v2.0: An Uncertain Version of the OAEI Conference Benchmark [chapter]

Michelle Cheatham, Pascal Hitzler
2014 Lecture Notes in Computer Science  
In this paper we re-examine the Conference track of the OAEI, with a focus on the degree of agreement between the reference alignments within this track and the opinion of experts.  ...  The Ontology Alignment Evaluation Initiative is a set of benchmarks for evaluating the performance of ontology alignment systems.  ...  Thresholds for the matchers' results were set at a value that optimized f-measure for each system, in accordance with the evaluation procedure used by the OAEI.  ... 
doi:10.1007/978-3-319-11915-1_3 fatcat:a6yj6q7sbfdktlfoad342xqs5u

ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation

Chuncheng Xiang, Tingsong Jiang, Baobao Chang, Zhifang Sui
2015 Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing  
. 1 The OAEI is an international initiative organizing annual campaigns for evaluating ontology matching systems.  ...  The experimental results on the datasets from Ontology Alignment Evaluation Initiative (OAEI 1 ) show that ER-SOM achieves a competitive performance compared to the state-of-the-art ontology matching systems  ...  Experimental results on the datasets from OAEI demonstrate that our approach performs better than most of the participants and achieves a competitive performance.  ... 
doi:10.18653/v1/d15-1289 dblp:conf/emnlp/XiangJCS15 fatcat:2adcynkzrjbj5puxhoyd5omfba

The properties of property alignment on the semantic web

Catia Pesquita, Helena B. McCurdy, Daniela Oliveira, Michelle Cheatham
2018 International Journal of Metadata, Semantics and Ontologies  
Finally, we apply our system to a real-world test case and analyze the results. iii  ...  Our property-centric string metric can be configured for either high precision or high recall.  ...  The results are shown in Tables 2.1, 2.2, and 2.3, along with the results of the OAEI 2013 competitors.  ... 
doi:10.1504/ijmso.2018.10017850 fatcat:gailcts4enc6ddglas6gu7ogzq
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