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- research-articleJanuary 2016
Quality-based model for effective and robust multi-user pay-as-you-go ontology matching1
- Isabel F. Cruz,
- Matteo Palmonari,
- Francesco Loprete,
- Cosmin Stroe,
- Aynaz Taheri,
- Krzysztof Janowicz,
- Stefan Schlobach,
- Stefan Schlobach,
- Krzysztof Janowicz
Using a pay-as-you-go strategy, we allow for a community of users to validate or invalidate mappings obtained by an automatic ontology matching system using consensus for each mapping. The ultimate objectives are effectiveness – improving the quality of ...
- ArticleOctober 2013
What's in a 'nym'? Synonyms in Biomedical Ontology Matching
ISWC '13: Proceedings of the 12th International Semantic Web Conference - Part IPages 526–541https://doi.org/10.1007/978-3-642-41335-3_33To bring the Life Sciences domain closer to a Semantic Web realization it is fundamental to establish meaningful relations between biomedical ontologies. The successful application of ontology matching techniques is strongly tied to an effective ...
- articleAugust 2013
Building linked ontologies with high precision using subclass mapping discovery
Artificial Intelligence Review (ARTR), Volume 40, Issue 2Pages 127–145https://doi.org/10.1007/s10462-012-9363-xThe creation of links between schemas of published datasets is a key part of the Linked Open Data (LOD) paradigm. The ability to discover these links "on the go" requires that ontology matching techniques achieve good precision and recall within ...
- ArticleMay 2012
Automatic configuration selection using ontology matching task profiling
ESWC'12: Proceedings of the 9th international conference on The Semantic Web: research and applicationsPages 179–194https://doi.org/10.1007/978-3-642-30284-8_19An ontology matching system can usually be run with different configurations that optimize the system's effectiveness, namely precision, recall, or F-measure, depending on the specific ontologies to be aligned. Changing the configuration has potentially ...
- ArticleApril 2012
Interactive User Feedback in Ontology Matching Using Signature Vectors
ICDE '12: Proceedings of the 2012 IEEE 28th International Conference on Data EngineeringPages 1321–1324https://doi.org/10.1109/ICDE.2012.137When compared to a gold standard, the set of mappings that are generated by an automatic ontology matching process is neither complete nor are the individual mappings always correct. However, given the explosion in the number, size, and complexity of ...
- ArticleOctober 2011
Using agreementmaker to align ontologies for OAEI 2011
- Isabel F. Cruz,
- Cosmin Stroe,
- Federico Caimi,
- Alessio Fabiani,
- Catia Pesquita,
- Francisco M. Couto,
- Matteo Palmonari
OM'11: Proceedings of the 6th International Conference on Ontology Matching - Volume 814Pages 114–121The AgreementMaker system is unique in that it features a powerful user interface, a flexible and extensible architecture, an integrated evaluation engine that relies on inherent quality measures, and semi-automatic and automatic methods. This paper ...
- ArticleJuly 2011
Towards "On the go" matching of linked open data ontologies
Creating links between the schemas of published datasets is a key part of the Linked Open Data (LOD) paradigm. The ability to discover these links "on the go" requires for ontology matching techniques to achieve sufficient precision and recall within ...
- ArticleNovember 2010
Using AgreementMaker to align ontologies for OAEI 2010
- Isabel F. Cruz,
- Cosmin Stroe,
- Michele Caci,
- Federico Caimi,
- Matteo Palmonari,
- Flavio Palandri Antonelli,
- Ulas C. Keles
OM'10: Proceedings of the 5th International Conference on Ontology Matching - Volume 689Pages 118–125The AgreementMaker system is unique in that it features a powerful user interface, a flexible and extensible architecture, an integrated evaluation engine that relies on inherent quality measures, and semi-automatic and automatic methods. This paper ...
- ArticleNovember 2010
BLOOMS on agreementmaker: results for OAEI 2010
OM'10: Proceedings of the 5th International Conference on Ontology Matching - Volume 689Pages 134–141BLOOMS is an ontology matching method developed as part of an ontology extension system for biomedical ontologies. It combines two lexical similarity measures with similarity propagation. These matchers are applied sequentially, following their ...
- ArticleOctober 2009
Efficient selection of mappings and automatic quality-driven combination of matching methods
The AgreementMaker system for ontology matching includes an extensible architecture that facilitates the integration and performance tuning of a variety of matching methods, an evaluation mechanism, which can make use of a reference matching or rely ...
- ArticleOctober 2009
Using agreement maker to align ontologies for OAEI 2009: overview, results, and outlook
OM'09: Proceedings of the 4th International Conference on Ontology Matching - Volume 551Pages 135–146This paper describes our participation in the Ontology Alignment Evaluation Initiative (OAEI) 2009 with the AgreementMaker system for ontology matching, in which we obtained excellent results. In particular, we participated in the benchmarks, anatomy, ...
- research-articleAugust 2009
AgreementMaker: efficient matching for large real-world schemas and ontologies
Proceedings of the VLDB Endowment (PVLDB), Volume 2, Issue 2Pages 1586–1589https://doi.org/10.14778/1687553.1687598We present the AgreementMaker system for matching real-world schemas and ontologies, which may consist of hundreds or even thousands of concepts. The end users of the system are sophisticated domain experts whose needs have driven the design and ...