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SANOM results for OAEI 2018
2018
International Semantic Web Conference
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Simulated annealing-based ontology matching (SANOM) participates for the second time at the ontology alignment evaluation initiative (OAEI) 2018. ...
In comparison to the OAEI 2017, SANOM has improved significantly, and its results are competitive with the state-of-the-art systems. ...
Overall, the performance of SANOM is quite competitive with the top performing systems in the conference track.
Conclusion SANOM only participated in the OAEI 2018 anatomy and conference track. ...
dblp:conf/semweb/MohammadiHT18
fatcat:ce5cxhhfbfbuphipmbrjifrtxa
SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform
2020
Knowledge engineering review (Print)
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The outcomes of SANOM on the HOBBIT for several OAEI tracks are reported, and the results are compared with other competing systems in the corresponding tracks. ...
As of 2018, the evaluation of systems is partly transitioned to the HOBBIT platform. ...
Experimental results This section contains the results obtained by SANOM in the OAEI 2018 on the anatomy, conference, and disease and phenotype tracks. ...
doi:10.1017/s026988892000017x
fatcat:ckqrn5n5nraxxb7jvijn7k4y5u
Simulated Annealing-based Ontology Matching
2019
ACM Transactions on Management Information Systems
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A randomized warm initialization is specially tailored for the simulated annealing to expedite its convergence. ...
This difference among information systems calls for the need to design an automatic solution to make them interact. ...
The preliminary implementation of SANOM participated in the OAEI 2017 (Mohammadi et al. 2017a) , and the current, enhanced implementation participates in the OAEI 2017.5 and 2018. ...
doi:10.1145/3314948
fatcat:se7adklo4jgxdnnmon624umr6m
Introducing the HOBBIT platform into the ontology alignment evaluation campaign
2018
International Semantic Web Conference
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We report the experiences of this precampaign and discuss the future steps for the OAEI. ...
EJR was funded by the Centre for Scalable Data Access (SIR-IUS), the RCN project BigMed, and the Alan Turing project AIDA. OZ is supported by the CSF grant no. 18-23964S. ...
OAEI 2017. 5 5 participation. Ten systems were registered to participate in the OAEI 2017.5 campaign in March 2018. ...
dblp:conf/semweb/Jimenez-RuizSZH18
fatcat:6avnhzflazecrk7vvpexxznzuq
Evaluating and comparing ontology alignment systems: An MCDM approach
2020
Journal of Web Semantics
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Accordingly, the participating alignment systems in the OAEI 2018 are evaluated and ranked. ...
First, the importance of a performance metric for a specific task/application is determined according to experts' preferences. ...
We apply the overall methodology to the outcome of the systems participated at the OAEI 2018, and the results are presented in Section 3. ...
doi:10.1016/j.websem.2020.100592
fatcat:pqadg6c6trh4xbz5vf5df7riru
Ensemble Ranking: Aggregation of rankings produced by different multi-criteria decision-making methods
2020
Omega : The International Journal of Management Science
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Ranking of systems participated in the 2018 OAEI conference track. ...
http://oaei.ontologymatching.org/ 2 http://oaei.ontologymatching.org/2018/results/index.html ...
doi:10.1016/j.omega.2020.102254
fatcat:y25e5yqwxnfdnolgenfjla67de
Results of the Ontology Alignment Evaluation Initiative 2018
2018
International Semantic Web Conference
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Note that the only official results of the campaign are on the OAEI web site. ...
The best way to learn about the results remains to read the papers that follow. ...
We are also grateful to Martin Ringwald and Terry Hayamizu for providing the reference alignment for the anatomy ontologies and thank Elena Beisswanger for her thorough support on improving the quality ...
dblp:conf/semweb/AlgergawyCFFFHH18
fatcat:nitd235cd5ghnhgofhk7gqhiwu
Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules
[article]
2020
arXiv
pre-print
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The results are encouraging and suggest that the proposed method is adequate in practice and can be integrated within the workflow of systems unable to cope with very large ontologies. ...
ACKNOWLEDGEMENTS This work was supported by the SIRIUS Centre for Scalable Data Access (Norges forskningsråd), the AIDA project (Alan Turing Institute), Samsung Research UK, Siemens AG, and the EPSRC projects ...
) [52] , SANOM (v.2017) [37] , ALOD2vec (v.2018) [43] and POMap++ (v.2018) [30] . ...
arXiv:2003.05370v1
fatcat:7ecumtvxmvdsfjhhjzkw6q3suy
Results of the Ontology Alignment Evaluation Initiative 2019
2019
International Semantic Web Conference
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The OAEI 2019 campaign offered 11 tracks with 29 test cases, and was attended by 20 participants. ...
The Ontology Alignment Evaluation Initiative (OAEI) aims at comparing ontology matching systems on precisely defined test cases. ...
The best way to learn about the results remains to read the papers that follow. ...
dblp:conf/semweb/AlgergawyFFFHHJ19
fatcat:4bl22l4qanf5xj3mwmxfykvo7q
MELT - Matching EvaLuation Toolkit
[chapter]
2019
Lecture Notes in Computer Science
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Our contributions are twofold: We present an open source matching toolkit that integrates well into existing platforms, as well as an exemplary analysis of two OAEI 2018 tracks demonstrating advantages ...
A particular focus is put on a streamlined development and evaluation process along with ease of use for matcher developers and evaluators. ...
Exemplary Analysis of OAEI 2018 Results In order to demonstrate the capabilities of MELT, a small analysis of the OAEI 2018 results for the Conference and Anatomy track has been performed and is presented ...
doi:10.1007/978-3-030-33220-4_17
fatcat:w5raxpqe4nhwhcc4wu46rfrbhi
Alinhamento de Grandes Ontologias com Recurso de Banco de Dados NoSQL e Utilização de Workflow Científico
2018
Brazilian Symposium on Databases
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Plano de publicação Evento/ Periódico Data prevista de submissão Conteúdo do trabalho Situação SBBD-2019 05/2019 Resultados alcançados comparando com resultados do OAEI 2018 não-submetida Semantic Web ...
A parallel approach for matching large-scale ontologies. Journal of Information and Data Management, 6(1), 18. da Silva, J., Baião, F. A., & Revoredo, K. (2016). ...
dblp:conf/sbbd/PercilianoB18
fatcat:hnuesnu7g5cylchcq4ovchdkxe
Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings
[article]
2018
arXiv
pre-print
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The results are encouraging and suggest that the proposed methods are adequate in practice and can be integrated within the workflow of state-of-the-art systems. ...
EJR was funded by the Centre for Scalable Data Access (SIR-IUS), the RCN project BigMed, and The Alan Turing project AIDA. ...
It is worth mentioning that the OAEI system SANOM (v.2018) is already integrating the strategies presented in this paper within its matching workflow. ...
arXiv:1805.12402v1
fatcat:knqwm6zhkjcs5agotdn6k5f6ny
Using Compact Coevolutionary Algorithm for Matching Biomedical Ontologies
2018
Computational Intelligence and Neuroscience
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The experimental results show the effectiveness of our proposal. ...
In the experiment, two famous testing cases provided by Ontology Alignment Evaluation Initiative (OAEI 2017), i.e. anatomy track and large biomed track, are utilized to test our approach's performance. ...
Table 1 : 1 Comparison of our approach with the participants in OAEI 2017 on anatomy track. ...
doi:10.1155/2018/2309587
pmid:30405706
pmcid:PMC6199880
fatcat:3banmvgle5gzhputmvdd3tgfee
xMatcher: Matching Extensible Markup Language Schemas using Semantic-based Techniques
2020
International Journal of Advanced Computer Science and Applications
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Manual correction is labor-intensive and time-consuming, however without it the results accuracy is significantly lower. ...
The results show that xMatcher provides superior matching accuracy compared to the state of the art matching systems. ...
We then experimented xMatcher over the Conference Track used in OAEI 2018 and available on the Web 3 . ...
doi:10.14569/ijacsa.2020.0110880
fatcat:wcwlkwiddbexhjypkr3csjcmcm
Multi-view Embedding for Biomedical Ontology Matching
2019
International Semantic Web Conference
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The preliminary result on real-world biomedical ontologies indicates that MultiOM is competitive with several OAEI top-ranked systems in terms of F1-measure. ...
Secondly, most methods focus on the terminological-based features to learn word vectors for discovering mappings, but they do not make full use of structural relations in ontologies. ...
Table 3 lists the comparison of MultiOM with OAEI 2018 top-ranked systems based on feature engineering and representation learning. ...
dblp:conf/semweb/LiDWZQ19
fatcat:qiidv7hsenh2do6pkuokvsx4yy
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