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SANOM results for OAEI 2018

Majid Mohammadi, Wout Hofman, Yao-Hua Tan
2018 International Semantic Web Conference  
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

Majid Mohammadi, Wout Hofman, Yao-Hua Tan
2020 Knowledge engineering review (Print)  
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

Majid Mohammadi, Wout Hofman, Yao-Hua Tan
2019 ACM Transactions on Management Information Systems  
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

Ernesto Jiménez-Ruiz, Tzanina Saveta, Ondrej Zamazal, Sven Hertling, Michael Röder, Irini Fundulaki, Axel-Cyrille Ngonga Ngomo, Mohamed Ahmed Sherif, Amina Annane, Zohra Bellahsene, Sadok Ben Yahia, Gayo Diallo (+10 others)
2018 International Semantic Web Conference  
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

Majid Mohammadi, Jafar Rezaei
2020 Journal of Web Semantics  
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

Majid Mohammadi, Jafar Rezaei
2020 Omega : The International Journal of Management Science  
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

Alsayed Algergawy, Michelle Cheatham, Daniel Faria, Alfio Ferrara, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Naouel Karam, Abderrahmane Khiat, Patrick Lambrix, Huanyu Li (+12 others)
2018 International Semantic Web Conference  
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]

Ernesto Jiménez-Ruiz, Asan Agibetov, Jiaoyan Chen, Matthias Samwald, Valerie Cross
2020 arXiv   pre-print
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

Alsayed Algergawy, Daniel Faria, Alfio Ferrara, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Naouel Karam, Abderrahmane Khiat, Patrick Lambrix, Huanyu Li, Stefano Montanelli (+10 others)
2019 International Semantic Web Conference  
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]

Sven Hertling, Jan Portisch, Heiko Paulheim
2019 Lecture Notes in Computer Science  
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

Luciana de Sá Silva Perciliano, Fernanda Araujo Baião
2018 Brazilian Symposium on Databases  
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]

Ernesto Jimenez-Ruiz and Asan Agibetov and Matthias Samwald and Valerie Cross
2018 arXiv   pre-print
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

Xingsi Xue, Jie Chen, Junfeng Chen, Dongxu Chen
2018 Computational Intelligence and Neuroscience  
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

Aola Yousfi, Moulay Hafid, Ahmed Zellou
2020 International Journal of Advanced Computer Science and Applications  
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

Weizhuo Li, Xuxiang Duan, Meng Wang, Xiaoping Zhang, Guilin Qi
2019 International Semantic Web Conference  
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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