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Ontology matching: A literature review

Lorena Otero-Cerdeira, Francisco J. Rodríguez-Martínez, Alma Gómez-Rodríguez
2015 Expert systems with applications  
However, for new practitioners that approach the field, this amount of information might seem overwhelming.  ...  The amount of research papers published nowadays related to ontology matching is remarkable and we believe that reflects the growing interest of the research community.  ...  This system accounts for few publications, however these report the results obtained by the system in the OAEI of 2012 and 2013 (Paulheim, 2012; .  ... 
doi:10.1016/j.eswa.2014.08.032 fatcat:u3hdwsav4veo7lgi7w2eejimee

Towards Evaluating Interactive Ontology Matching Tools [chapter]

Heiko Paulheim, Sven Hertling, Dominique Ritze
2013 Lecture Notes in Computer Science  
In this paper, we introduce a number of quality measures for interactive ontology matching tools, and we discuss means to automatically run benchmark tests for such tools.  ...  While the current research focus is mainly on fully automatic matching tools, some approaches have been proposed that involve the user in the matching process.  ...  Fig. 6 . 6 Resulting learning curves for the matcher parametrization experiment with WeSeE-Match on the OAEI conference dataset.  ... 
doi:10.1007/978-3-642-38288-8_3 fatcat:sak334cucrdzpcbl5royma4sxa

String Similarity Metrics for Ontology Alignment [chapter]

Michelle Cheatham, Pascal Hitzler
2013 Lecture Notes in Computer Science  
The results are shown in tables 1 and 2 under the heading StringsOpt, along with the results of the OAEI 2012 competitors [1] .  ...  Figure 5 shows the best results achieved for property matching on the conference dataset when the thresholds were optimized based solely on the f-measure for properties.  ... 
doi:10.1007/978-3-642-41338-4_19 fatcat:3yekai2oqvfhhcuqvmabzoudnq

New Ways of Mapping Knowledge Organization Systems: Using a Semi-Automatic Matching Procedure for Building up Vocabulary Crosswalks

Andreas Oskar Kempf, Dominique Ritze, Kai Eckert, and Benjamin Zapilko
2014 Knowledge organization  
It was concluded that the ontology matching tools can be used effectively to speed up the work of domain experts.  ...  Improving results with user interaction Until now, the OAEI tracks have only evaluated fully automated matching systems.  ...  Percentage of correct correspondences found by x matching systems Table 1 . 1 Results of the OAEI Library Track 2012 Matcher Precision Recall F-Measure Time (s) Size GOMMA 0.537 0.906 0.674 804 4712  ... 
doi:10.5771/0943-7444-2014-1-66 fatcat:poam4xteqrgnzfknve6xdfh35y

Evaluation Measures for Ontology Matchers in Supervised Matching Scenarios [chapter]

Dominique Ritze, Heiko Paulheim, Kai Eckert
2013 Lecture Notes in Computer Science  
Therefore, we investigate several alternative evaluation measures and propose the use of Precision@N curves as a mean to assess different matching systems for supervised matching.  ...  We motivate and describe this use case and its characteristics and discuss why traditional, F-measure based evaluation measures are not suitable for this use case.  ...  We would like to thank Andreas Oskar Kempf and Benjamin Zapilko from GESIS -Leibniz Institute for the Social Sciences -for the manual evaluation of the matching results and the collaboration in the OAEI  ... 
doi:10.1007/978-3-642-41338-4_25 fatcat:lo5cvkjgejdhjpejd3fnk7uc5m

Experiences from the anatomy track in the ontology alignment evaluation initiative

Zlatan Dragisic, Valentina Ivanova, Huanyu Li, Patrick Lambrix
2017 Journal of Biomedical Semantics  
The only official results of the campaign, however, are on the OAEI web site.  ...  OAEI campaigns aim at comparing ontology matching systems on precisely defined test cases.  ...  We know that they have worked hard for having their matching tools executable in time and they provided useful reports on their experience.  ... 
doi:10.1186/s13326-017-0166-5 pmid:29202830 pmcid:PMC5715990 fatcat:zvet5vb6zncxnlgd225ndhcik4

The properties of property alignment on the semantic web

Catia Pesquita, Helena B. McCurdy, Daniela Oliveira, Michelle Cheatham
2018 International Journal of Metadata, Semantics and Ontologies  
Finally, we apply our system to a real-world test case and analyze the results. iii  ...  Our property-centric string metric can be configured for either high precision or high recall.  ...  The results are shown in Tables 2.1, 2.2, and 2.3, along with the results of the OAEI 2013 competitors.  ... 
doi:10.1504/ijmso.2018.10017850 fatcat:gailcts4enc6ddglas6gu7ogzq

The properties of property alignment on the semantic web

Michelle Cheatham, Catia Pesquita, Daniela Oliveira, Helena B. McCurdy
2018 International Journal of Metadata, Semantics and Ontologies  
Finally, we apply our system to a real-world test case and analyze the results. iii  ...  Our property-centric string metric can be configured for either high precision or high recall.  ...  The results are shown in Tables 2.1, 2.2, and 2.3, along with the results of the OAEI 2013 competitors.  ... 
doi:10.1504/ijmso.2018.096452 fatcat:pwpjnfmhfrarvclfugkndhpp7y

Matching Cyber Security Ontologies through Genetic Algorithm-Based Ontology Alignment Technique

Weiwei Lin, Reiko Haga, Pei-Wei Tsai
2021 Security and Communication Networks  
We experimentally test our approach on bibliographic tracks provided by OAEI and five pairs of security ontologies.  ...  The results show that GA can effectively address different heterogeneous ontology-alignment tasks and determine high-quality security ontology alignments.  ...  Acknowledgments e authors thank LetPub ( for its linguistic assistance during the preparation of this manuscript. is work was supported by the Natural Science Foundation of Fujian  ... 
doi:10.1155/2021/4856265 fatcat:5w4sgpfofvc4lhcvzyuugcmu34

Definition of an Ontology Matching Algorithm for Context Integration in Smart Cities

Lorena Otero-Cerdeira, Francisco Rodríguez-Martínez, Alma Gómez-Rodríguez
2014 Sensors  
were not specifically designed for smart cities.  ...  To meet this goal we use ontology matching techniques, specifically we have defined a new ontology matching algorithm called OntoPhil to be deployed within a smart city, which has never been done before  ...  This algorithm has been tested using the version for 2013 of the benchmark, conference and anatomy test suites of the OAEI campaign.  ... 
doi:10.3390/s141223581 pmid:25494353 pmcid:PMC4299078 fatcat:x5gfqq763rc6bciklmrdcimajm

Word-Sense Disambiguation for Ontology Mapping: Concept Disambiguation using Virtual Documents and Information Retrieval Techniques

Frederik C. Schadd, Nico Roos
2014 Journal on Data Semantics  
Ontology mapping is a crucial task for the facilitation of information exchange and data integration. A mapping system can use a variety of similarity measures to determine concept correspondences.  ...  The web-based framework WeSeE [58] uses the concept profiles as input for web queries, where the resulting information snippets are compared according to their overlap.  ...  The comparison of the OAEI 2013 performances with the three lexical similarity measures can be seen in Table 2 .  ... 
doi:10.1007/s13740-014-0045-5 fatcat:2br3cg5255g4ffncafebkt4nsy

Pushing the limits of OWL 2 reasoners in ontology alignment repair problems

Alessandro Solimando, Ernesto Jiménez-Ruiz, Giovanna Guerrini
2016 Intelligenza Artificiale  
The problem of (semi-)automatically integrating independently developed ontologies through mappings, is usually referred to as the ontology matching problem.  ...  Additionally, the current evaluation also encompasses the analysis of the use of OWL 2 reasoners for solving the violations of the so-called conservativity principle.  ...  Alessandro Solimando has been fully supported by the AI*IA 2014 Mobility Grant for visiting Ernesto Jiménez-Ruiz at the Knowledge Representation and Reasoning group, University of Oxford, UK.  ... 
doi:10.3233/ia-160091 fatcat:gfayhebm3zddfchswm5ld76z7i

Using Linguistic Resource for Cross-Lingual Ontology Alignment

Marouen Kachroudi, Sami Zghal, Sadok Ben Yahia
2013 International Journal of Recent Contributions from Engineering, Science & IT  
Results obtained after extensive carried experiments are very encouraging and highlight many useful insights about the new proposed method.  ...  In the Semantic Web register, ontology alignment process can be seen as a cornerstone solution for the data heterogeneousness by allowing their interoperability.  ...  The core idea of the WESEE approach [12] is to use a web search engine for retrieving web documents that are relevant for concepts in the ontologies to match.  ... 
doi:10.3991/ijes.v1i1.2956 fatcat:h65uylvltfddrj4esv44oj4xlu