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AROMA results for OAEI 2011

Jérôme David
2011 International Semantic Web Conference  
This paper presents the results obtained by AROMA for its participation to OAEI.  ...  AROMA performs a post-processing step that includes a terminological matcher. This year we do not modify this matcher.  ...  For the next editions, we should improve AROMA in terms of recall and precision. One way for doing that is to tune the parameters and also to had some strucural matcher.  ... 
dblp:conf/semweb/David11 fatcat:4uuk7wzyfze4fopalisjwxy3de

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

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

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

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 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

LogMap results for OAEI 2011

Ernesto Jiménez-Ruiz, Antón Morant, Bernardo Cuenca Grau
2011 International Semantic Web Conference  
We present the results obtained by the ontology matching system LogMap within the OAEI 2011 campaign.  ...  This is the first participation of LogMap in the campaign, and the results have so far been quite promising.  ...  We would like to acknowledge the funding support of the Royal Society and the EPSRC project LogMap, and also thank the organizers of the OAEI campaign for providing test data and infrastructure.  ... 
dblp:conf/semweb/Jimenez-RuizMG11 fatcat:oxyu2bgv5jcwjjpzw3tiru7rwu

Ontology matching benchmarks: generation and evaluation

Maria-Elena Rosoiu, Cássia Trojahn dos Santos, Jérôme Euzenat
2011 International Semantic Web Conference  
developers to test their systems, and (c) the generated data sets have consistent results across matchers and across seed ontologies.  ...  The OAEI Benchmark data set has been used as a main reference to evaluate and compare matching systems. It requires matching an ontology with systematically modified versions of itself.  ...  This can be achieved using the SEALS platform and it is planned for the OAEI 2011 campaign for which the generator will be used.  ... 
dblp:conf/semweb/RosoiuSE11 fatcat:2eryluc6ljfyzftrovzo6rskti

Results of the Ontology Alignment Evaluation Initiative 2010

Jérôme Euzenat, Alfio Ferrara, Christian Meilicke, Juan Pane, François Scharffe, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Vojtech Svátek, Cássia Trojahn dos Santos
2010 International Semantic Web Conference  
This paper is an overall presentation of the OAEI 2010 campaign.  ...  OAEI campaigns aim at comparing ontology matching systems on precisely defined test cases.  ...  We know that they have worked hard for having their results ready and they provided insightful papers presenting their experience.  ... 
dblp:conf/semweb/EuzenatFMPSSSSSS10 fatcat:dkjxaxcojbdrtpa7b4qohdc6iu

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

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

Leveraging Structural Information in Ontology Matching

Cheng Xie, Melisachew Wudage Chekol, Blerina Spahiu, Hongming Cai
2016 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA)  
The evaluation is conducted on OAEI ontology matching benchmarks from 2011 to 2015.  ...  However, there are several innate issues in similarity-flooding methods that lead to wrong matching results.  ...  We would like to thank Gu Yizhi for helping running the experiments.  ... 
doi:10.1109/aina.2016.64 dblp:conf/aina/XieCSC16 fatcat:mq7ng6dbybg73m4iicfobg3lou

The role of analogy in ontology alignment: A study on LISA

Elie Raad, Joerg Evermann
2015 Cognitive Systems Research  
., 2011) .  ...  ., 2008; Gick and Holyoak, 1980; Gentner and Forbus, 2011) and are a promising field of research in cognitive science (Forbus et al., 1998) .  ...  When using an optimal configuration for each OAEI test (labelled "LISA (opt.)" in Tab. 7), LISA again ranks fourth by mean F-score (with a very small difference behind AROMA) and also fourth by median  ... 
doi:10.1016/j.cogsys.2014.09.001 fatcat:25kwqtsyibg25onxv4iiwxgthu

Ontology Alignment Evaluation Initiative: Six Years of Experience [chapter]

Jérôme Euzenat, Christian Meilicke, Heiner Stuckenschmidt, Pavel Shvaiko, Cássia Trojahn
2011 Lecture Notes in Computer Science  
In this paper, we report results and lessons learned from the Ontology Alignment Evaluation Initiative (OAEI), a benchmarking initiative for ontology matching.  ...  For this purpose, we describe the evaluation design used in the OAEI campaigns in terms of datasets, evaluation criteria and workflows, provide a global view on the results of the campaigns carried out  ...  In the second phase, which is planned already for OAEI 2011, the tools will be deployed in the SEALS platform.  ... 
doi:10.1007/978-3-642-22630-4_6 fatcat:hefawjfxvvdz7pd7zzmzjpxw6a

CrowdMap: Crowdsourcing Ontology Alignment with Microtasks [chapter]

Cristina Sarasua, Elena Simperl, Natalya F. Noy
2012 Lecture Notes in Computer Science  
the quality of the results obtained from the crowd.  ...  For a given pair of ontologies, CROWDMAP translates the alignment problem into microtasks that address individual alignment questions, publishes the microtasks on an online labor market, and evaluates  ...  We would like to thank the self-service team of CrowdFlower, for their technical support on the CrowdFlower API.  ... 
doi:10.1007/978-3-642-35176-1_33 fatcat:i3w5lzghjbek3g3tyspbcjdlqa
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