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Ontology matching: A literature review

Lorena Otero-Cerdeira, Francisco J. Rodríguez-Martínez, Alma Gómez-Rodríguez
2015 Expert systems with applications  
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.  ...  However, for new practitioners that approach the field, this amount of information might seem overwhelming.  ...  One of them presenting its overall behavior and the other reporting its results for the OAEI'12 ).  ... 
doi:10.1016/j.eswa.2014.08.032 fatcat:u3hdwsav4veo7lgi7w2eejimee

Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases [article]

Christian Meilicke, Cássia Trojahn, Heiner Stuckenschmidt University of Economics Prague, University of Oxford)
2012 arXiv   pre-print
In the field of ontology matching, the most systematic evaluation of matching systems is established by the Ontology Alignment Evaluation Initiative (OAEI), which is an annual campaign for evaluating ontology  ...  In this paper, we report on the results of an intermediary OAEI campaign called OAEI 2011.5. The evaluations of this campaign are divided in five tracks.  ...  This allows to reproduce all evaluation results that are reported within this paper. First, we describe ontology matching and the evaluation of ontology matching systems in §2.  ... 
arXiv:1208.3148v1 fatcat:4mksls4knncbjc6tytslifmuym

MultiFarm: A benchmark for multilingual ontology matching

Christian Meilicke, Raúl García-Castro, Fred Freitas, Willem Robert van Hage, Elena Montiel-Ponsoda, Ryan Ribeiro de Azevedo, Heiner Stuckenschmidt, Ondřej Šváb-Zamazal, Vojtěch Svátek, Andrei Tamilin, Cássia Trojahn, Shenghui Wang
2012 Journal of Web Semantics  
It is based on the OntoFarm dataset, which has been used successfully for several years in the Ontology Alignment Evaluation Initiative (OAEI).  ...  Based on these test cases, it is possible to evaluate and compare the performance of matching approaches with a special focus on multilingualism.  ...  , we have been running a subset of the MultiFarm dataset against the matching systems participating in OAEI 2011.  ... 
doi:10.1016/j.websem.2012.04.001 fatcat:nlvpfrguurh4tcs6qahlzkn3xy

Light-weight ontology alignment using best-match clone detection

Paul L. Geesaman, James R. Cordy, Amal Zouaq
2013 2013 7th International Workshop on Software Clones (IWSC)  
Many algorithms have been proposed for ontology alignment, each with their own strengths and weaknesses.  ...  use the new notion of "best-match" clone detection to achieve results similar to many existing ontology alignment algorithms when applied to standard benchmarks.  ...  The OAEI Benchmarks The Ontology Alignment Evaluation Initiative (OAEI) is an organization that provides datasets for evaluation of ontology alignment tools.  ... 
doi:10.1109/iwsc.2013.6613032 dblp:conf/iwsc/GeesamanCZ13 fatcat:wu5bt7qev5dlxijg4orxcfff5q

Conference v2.0: An Uncertain Version of the OAEI Conference Benchmark [chapter]

Michelle Cheatham, Pascal Hitzler
2014 Lecture Notes in Computer Science  
The Ontology Alignment Evaluation Initiative is a set of benchmarks for evaluating the performance of ontology alignment systems.  ...  In this paper we re-examine the Conference track of the OAEI, with a focus on the degree of agreement between the reference alignments within this track and the opinion of experts.  ...  This work was supported by the National Science Foundation under award 1017225 "III: Small: TROn-Tractable Reasoning with Ontologies."  ... 
doi:10.1007/978-3-319-11915-1_3 fatcat:a6yj6q7sbfdktlfoad342xqs5u

Leveraging Structural Information in Ontology Matching

Cheng Xie, Melisachew Wudage Chekol, Blerina Spahiu, Hongming Cai
2016 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA)  
The evaluation is conducted on OAEI ontology matching benchmarks from 2011 to 2015.  ...  In this paper, we report the problems of similarity-flooding in ontology matching and propose a novel method to effectively leverage the structural information of the ontology.  ...  We would like to thank Gu Yizhi for helping running the experiments.  ... 
doi:10.1109/aina.2016.64 dblp:conf/aina/XieCSC16 fatcat:mq7ng6dbybg73m4iicfobg3lou

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  
We begin this dissertation with the most comprehensive survey to date on the performance of string similarity metrics and string preprocessing strategies for ontology alignment.  ...  Based on this work we present practical guidelines for choosing string metrics in the face of different types of ontologies and different alignment goals.  ...  for each system, in accordance with the evaluation procedure used by the OAEI.  ... 
doi:10.1504/ijmso.2018.10017850 fatcat:gailcts4enc6ddglas6gu7ogzq

Introducing Artificial Neural Network in Ontologies Alignement Process [chapter]

Warith Eddine Djeddi, Mohamed Tarek Khadir
2013 Advances in Intelligent Systems and Computing  
XMap++ is applied to benchmark tests at OAEI campaign 2010.  ...  In this paper, we propose an artificial neural network algorithm to ascertain how to combine multiple similarity measures into a single aggregated metric with the final aim of improving the ontology alignment  ...  Data sets and evaluation criteria To evaluate our approach we have applied the benchmark tests from OAEI ontology matching campaign 2010.  ... 
doi:10.1007/978-3-642-32518-2_17 fatcat:2fqgooisubfctn3ylyukvyo2me

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  
We begin this dissertation with the most comprehensive survey to date on the performance of string similarity metrics and string preprocessing strategies for ontology alignment.  ...  Based on this work we present practical guidelines for choosing string metrics in the face of different types of ontologies and different alignment goals.  ...  for each system, in accordance with the evaluation procedure used by the OAEI.  ... 
doi:10.1504/ijmso.2018.096452 fatcat:pwpjnfmhfrarvclfugkndhpp7y

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

Lorena Otero-Cerdeira, Francisco Rodríguez-Martínez, Alma Gómez-Rodríguez
2014 Sensors  
OntoPhil was tested on the benchmarks provided by the well known evaluation initiative, Ontology Alignment Evaluation Initiative, and also compared to other matching algorithms, although these algorithms  ...  were not specifically designed for smart cities.  ...  Acknowledgments This work has been partially supported by the Xunta de Galicia, Plan Galego de Investigación, Innovación e Crecemento 2011-2015 (Plan I2C).  ... 
doi:10.3390/s141223581 pmid:25494353 pmcid:PMC4299078 fatcat:x5gfqq763rc6bciklmrdcimajm

A Terminological Search Algorithm for Ontology Matching

Ahmad Zaeri, Mohammad Ali Nematbakhsh
2012 Modern Applied Science  
We evaluated the algorithm using a subset of OAEI Bench mark data set.  ...  The algorithm employs and combines different kind of similarity measures in different situations to achieve a higher performance, accuracy, and stability in comparison with previous methods which either  ...  CIDER (Gracia, Bernad, & Mena, 2011) uses Jaro Winkler measure to compute the similarity between concept names after enriching each concept name with its WordNet synonyms.  ... 
doi:10.5539/mas.v6n10p37 fatcat:ltvwtnjmvfgz7kauspob3hvwb4

IMIA LaMB WG related event: Proceedings of 3rd International Conference on Biomedical Ontology, 2012, Graz

Ronald Cornet, Robert Stevens, Melanie Courtot, Trish Whetzel, Janna Hastings, Stefan Schulz, Ludger Jansen
2019 Zenodo  
To be maximally effective, such ontologies must work well together. .... These conference addresses these problems.  ...  It brings together representatives of all major communities involved in the development and application of ontologies in biomedical research ...  ...  The responsibility for this publication lies with the authors. ACKNOWLEDGEMENTS The authors would like to thank Xu Han for helping to validate the subsumption relations.  ... 
doi:10.5281/zenodo.3381830 fatcat:pnndilxgzzbujnoqz7pytggtdi

Ontology Alignment using Biologically-inspired Optimisation Algorithms

Jürgen Bock
2013
The presented algorithms were implemented in the form of two software prototypes, a generic ontology alignment API, and an evaluation library for flexibly building objective functions.  ...  Such an overlap can be caused by ontologies modelling the same or similar domains created by different ontology designers, or with different views of a domain.  ...  The SEALS project is devoted to run two evaluation campaigns. With respect to "Ontology Matching Tools" the first evaluation campaign coincided with the OAEI 2010.  ... 
doi:10.5445/ksp/1000030761 fatcat:dpezo24sofgnvh3z3f2jsufvfi

Ontology Alignment using Biologically-inspired Optimisation Algorithms

Jürgen Bock
2012
This thesis presents an evolutionary algorithm and a particle swarm optimisation algorithm for aligning ontologies.  ...  Identifying overlaps between ontologies is a problem tackled by the discipline of ontology alignment.  ...  The SEALS project is devoted to run two evaluation campaigns. With respect to "Ontology Matching Tools" the first evaluation campaign coincided with the OAEI 2010.  ... 
doi:10.5445/ir/1000028909 fatcat:v4hht5ry7rddlpjjtji52itw6m

Memetic algorithms for ontology alignment [article]

Autilia Vitiello, Universita' Degli Studi Di Salerno, Universita' Degli Studi Di Salerno
2014
Examples of these discrepancies are the use of different words to name the same concept, the use of the same word to name different concepts, the creation of hierarchies for a specific domain region with  ...  Currently, the best technology recognized for achieving such level of precision in specification of meaning is represented by ontologies.  ...  Vincenzo Loia, for the possibility to work under his supervision and for allowing me to follow and develop my ideas freely.  ... 
doi:10.14273/unisa-45 fatcat:klmkwy7oj5axnnj47a2sdvr65i