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KEPLER at OAEI 2018

Marouen Kachroudi, Gayo Diallo, Sadok Ben Yahia
2018 International Semantic Web Conference  
This paper presents and discusses the results of the KEPLER system for the 2018 edition of the Ontology Alignment Evaluation Initiative (OAEI 2018).  ...  For scaling up, KEPLER implements a partitioning approach, while for the management of multilingualism, KEPLER develops a well-defined strategy based on the use of a translator and structural alignment  ...  Results In this section, we present the results obtained by KEPLER system for the OAEI 2018 edition.  ... 
dblp:conf/semweb/KachroudiDY18 fatcat:3qdnjxiyzffjjprdtrhih6oz6a

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.  ...  OAEI 2017. 5 5 participation. Ten systems were registered to participate in the OAEI 2017.5 campaign in March 2018.  ...  The initiative started in 2004, and from 2006 until the present, the OAEI campaigns were held at the Ontology Matching workshop, collocated with the ISWC conference.  ... 
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.  ...  While the proposed methodology is applied to six OAEI tracks to demonstrate its applicability, it can also be applied to any benchmark or application of ontology alignment.  ...  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

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.  ...  Disease and Phenotype Track In the OAEI 2018 phenotype track 9 systems were able to complete at least one of the tasks with a 6 hours timeout.  ...  Large Biomedical Ontologies In the OAEI 2018 Large Biomedical Ontologies track, 10 systems were able to complete at least one of the tasks within a 6 hours timeout.  ... 
dblp:conf/semweb/AlgergawyCFFFHH18 fatcat:nitd235cd5ghnhgofhk7gqhiwu

Evaluating Ontology Matchers on Real-World Financial Services Data Models

Jan Portisch, Michael Hladik, Heiko Paulheim
2019 International Conference on Semantic Systems  
Preliminary Results For a first analysis, all OAEI 2018 matchers were ran on the data set. In addition, a simple string matcher 3 has been used as baseline.  ...  When the data base is grown to a more significant size and a high level of quality can be ensured, we consider offering a blind alignment track at the OAEI.  ... 
dblp:conf/i-semantics/PortischHP19 fatcat:6wm7wulf2rddjkvfn6oixan7sq

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  
There are only three systems included in this track at the OAEI 2018. Tables 12 and 13 list the ranking of the systems for the Sandbox and Mainbox tasks, respectively.  ...  Ranking of systems participated in the 2018 OAEI conference track.  ... 
doi:10.1016/j.omega.2020.102254 fatcat:y25e5yqwxnfdnolgenfjla67de

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
We have selected the following five systems from the latest OAEI campaigns: 13 Mamba, GMap, FCA-Map, KEPLER, and POMap.  ...  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

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  ...  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  ...  We evaluated all matching systems that participated in the 2018 campaign: ALIN [30] , ALOD2Vec [25] , AML [11] , DOME [13] , FCAMapX [4] , Holontology [27] , KEPLER [19] , Lily [31] , LogMap and  ... 
doi:10.1007/978-3-030-33220-4_17 fatcat:w5raxpqe4nhwhcc4wu46rfrbhi

SANOM-HOBBIT: simulated annealing-based ontology matching on HOBBIT platform

Majid Mohammadi, Wout Hofman, Yao-Hua Tan
2020 Knowledge engineering review (Print)  
As of 2018, the evaluation of systems is partly transitioned to the HOBBIT platform.  ...  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.  ...  SANOM has been further transitioned to the HOBBIT evaluation platform and has participated in the OAEI 2018.  ... 
doi:10.1017/s026988892000017x fatcat:ckqrn5n5nraxxb7jvijn7k4y5u

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  
Isso ocorre até que todos os pares de subontologias de O1 e O2 gerem o alinhamento parcial A'.  ...  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  ... 
dblp:conf/sbbd/PercilianoB18 fatcat:hnuesnu7g5cylchcq4ovchdkxe

Simulated Annealing-based Ontology Matching

Majid Mohammadi, Wout Hofman, Yao-Hua Tan
2019 ACM Transactions on Management Information Systems  
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.  ...  The statistical comparison is discussed at the experiments in more details. The Anatomy Track The anatomy track is one of the earliest benchmarks in the OAEI.  ... 
doi:10.1145/3314948 fatcat:se7adklo4jgxdnnmon624umr6m

Background knowledge in ontology matching: A survey

Jan Portisch, Michael Hladik, Heiko Paulheim, Jérôme Euzenat
2022 Semantic Web Journal  
Our survey covers all ontology matching systems that have been presented within the years 2004–2021 at a well-known ontology matching competition together with systematically selected publications in the  ...  (2018) [  ...  (2017) [162] ONTMAT (2017) [105] Xue et al. (2017) [359, 362, 364] He et al. (2017) [124] OIM-SIM I (2017) [377] SANOM (2018) [219] EVOCROS (2018) [56] FCA-MapX (2018) [44] Ochieng & Kyanda  ... 
doi:10.3233/sw-223085 fatcat:a7uh2dk42fcvjkn77fgx3iacgy

Matching BFO, DOLCE, GFO and SUMO: an Evaluation of OAEI 2018 Matching Systems

Daniela Schmidt, Cássia Trojahn, Renata Vieira
2019 Joint Seminar on Ontology Research in Brazil / International Workshop on Metamodels, Ontologies and Semantic Technologies  
Matchers All tools participating in the 2018 edition of the OAEI campaigns for schema-based tracks were selected: ALIN, ALOD2Vec, AML, DOME, FCAMapX, Holontology, KEPLER, Lily, LogMap, Table 3 .  ...  In our experiments, we used the set of matchers participating in the OAEI 2018 campaign.  ... 
dblp:conf/ontobras/SchmidtTV19 fatcat:t5zccean65cpdcy5emialc5esa

From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment [chapter]

Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, Hajira Jabeen
2019 Lecture Notes in Computer Science  
We have compared our results with the results from the Ontology Alignment Evaluation Initiative (OAEI 2018).  ...  In the context of OAEI 2018 campaign 5 for evaluating ontology matching technologies, AML [7] , KEPLER [16] , LogMap [15] and XMap [28] provide high-quality alignments.  ...  We choose Ekaw en and Edas en ontologies in this evaluation because they are used in the state-of-the-art systems for evaluation, as mentioned in the results of OAEI 2018.  ... 
doi:10.1007/978-3-030-33220-4_16 fatcat:55oupedconefniblgfxxaxfrbm

Using Compact Coevolutionary Algorithm for Matching Biomedical Ontologies

Xingsi Xue, Jie Chen, Junfeng Chen, Dongxu Chen
2018 Computational Intelligence and Neuroscience  
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.  ...  Runtime (second) AML 0.93 0.95 0.94 37 YAM-BIO 0.92 0.94 0.93 70 POMap 0.90 0.94 0.93 808 LogMapBio 0.89 0.88 0.89 820 XMap 0.86 0.92 0.89 37 LogMap 0.84 0.91 0.88 22 KEPLER  ... 
doi:10.1155/2018/2309587 pmid:30405706 pmcid:PMC6199880 fatcat:3banmvgle5gzhputmvdd3tgfee
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