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FCAMap-KG Results for OAEI 2019

Fei Chang, Guowei Chen, Songmao Zhang
2019 International Semantic Web Conference  
As a result, FCAMap-KG has achieved the best overall Fmeasure for the track.  ...  Among the 12 matchers participating in the OAEI 2019 Knowledge Graph track, our system ranks the first for instance and property mappings and ranks second for class mappings.  ...  id=1pZ5Hzv8_wfULKYN4Uc_kcmlkPseJ7kQ_ Link to the set of provided alignments The results obtained by FCAMap-KG for OAEI 2019 are available at https://drive. google.com/open?  ... 
dblp:conf/semweb/ChangCZ19 fatcat:6l3oe6oyybd3vea6asi6ialct4

The Knowledge Graph Track at OAEI – Gold Standards, Baselines, and the Golden Hammer Bias [article]

Sven Hertling, Heiko Paulheim
2020 arXiv   pre-print
The Ontology Alignment Evaluation Initiative (OAEI) is an annual evaluation of ontology matching tools.  ...  We analyze results and experiences obtained in first editions of the track, and, by revealing a hidden task, we show that all tools submitted to the track (and probably also to other tracks) suffer from  ...  Results from OAEI 2019 For the evaluation of the 2019 tracks, we did not have any explicit negative mappings.  ... 
arXiv:2002.10283v1 fatcat:ylzhf5puerfilpca5fjkrzdvvm

The Knowledge Graph Track at OAEI [chapter]

Sven Hertling, Heiko Paulheim
2020 Lecture Notes in Computer Science  
The Ontology Alignment Evaluation Initiative (OAEI) is an annual evaluation of ontology matching tools.  ...  We analyze results and experiences obtained in first editions of the track, and, by revealing a hidden task, we show that all tools submitted to the track (and probably also to other tracks) suffer from  ...  Results from OAEI 2019 For the evaluation of the 2019 tracks, we did not have any explicit negative mappings.  ... 
doi:10.1007/978-3-030-49461-2_20 fatcat:fgbcx5xrm5bpbedcthqt5qngyy

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

A gold standard dataset for large knowledge graphs matching

Omaima Fallatah, Ziqi Zhang, Frank Hopfgartner
2020 International Semantic Web Conference  
In 2018, OAEI has introduced a specific track for KG matching systems. Nonetheless, a major limitation of the current benchmark is their lack of representation of real-world KGs.  ...  The majority of these KGs are semi-automatically constructed, which has resulted in a significant degree of heterogeneity.  ...  Evaluation We evaluated the performance of the matching systems that participated in the KG track in OAEI 2019 event on the proposed gold standard.  ... 
dblp:conf/semweb/FallatahZH20 fatcat:uf5cf2s3zndj5cyholtcju74i4

DOME Results for OAEI 2019

Sven Hertling, Heiko Paulheim
2019 International Semantic Web Conference  
The results look promising if huge texts are available, but there is still a lot of room for improvement.  ...  Due to its high scalability, it can also produce results in the largebio track of OAEI and can be applied to very large knowledge graphs.  ...  dl=0. 3 https://deeplearning4j.org Results This section discusses the results of DOME for each track of OAEI 2019 where the matcher is able to produce results.  ... 
dblp:conf/semweb/HertlingP19 fatcat:jlmicypd6nf6dhoshcvcimf7ry

AnyGraphMatcher Submission to the OAEI Knowledge Graph Challenge 2019

Alexander Lütke
2019 International Semantic Web Conference  
Results on the OAEI knowledge graph track however indicate the need for a more advanced blocking technique.  ...  Results show that word embeddinngs are to be seen a supportive feature for mapping rather than a key source of information.  ...  0.25) 0.17 (0.17) AML 0.72 (0.90) 0.70 (0.88) 0.69 (0.86) baselineAltLabel 0.89 (0.89) 0.84 (0.84) 0.80 (0.80) baselineLabel 0.95 (0.95) 0.81 (0.81) 0.71 (0.71) DOME 0.74 (0.92) 0.70 (0.88) 0.67 (0.84) FCAMap-KG  ... 
dblp:conf/semweb/Lutke19 fatcat:is7ypaufsrde7fxhvek7ng64ty

Wiktionary Matcher

Jan Portisch, Michael Hladik, Heiko Paulheim
2019 International Semantic Web Conference  
Multiple current language versions of Wiktionary are merged and used for monolingual ontology matching by exploiting synonymy relations and for multilingual matching by exploiting the translations given  ...  We show that Wiktionary can be used as external background knowledge source for the task of ontology matching with reasonable matching and runtime performance. 3  ...  Compared to the best matching system, FCAMap-KG, the system presented in this paper requires less than a third of the runtime.  ... 
dblp:conf/semweb/PortischHP19 fatcat:phflco7u7zdetnc5fjqugeddpe

FOntCell: Fusion of Ontologies of Cells

Javier Cabau-Laporta, Alex M. Ascensión, Mikel Arrospide-Elgarresta, Daniela Gerovska, Marcos J. Araúzo-Bravo
2021 Frontiers in Cell and Developmental Biology  
We compared FOntCell with tools used for the alignment of mouse and human anatomy ontologies task proposed by the Ontology Alignment Evaluation Initiative (OAEI) and found that the Fβ alignment accuracies  ...  High-throughput cell-data technologies such as single-cell RNA-seq create a demand for algorithms for automatic cell classification and characterization.  ...  ACKNOWLEDGMENTS The authors would like to thank to two reviewers for their insightful feedback and Olga Ibáñez-Solé for fruitful discussion during the preparation of this manuscript.  ... 
doi:10.3389/fcell.2021.562908 pmid:33644039 pmcid:PMC7905052 fatcat:nreci6fjmfcfzi7envsctktgfq