Ontology matching: A literature review

We present a literature review regarding articles on ontology matching published in the last decade.It serves the purpose of offering an up-to-date review of the field and showing its evolution trends.Over 1600 papers have been sorted according to a classification framework that we have defined.This framework helps in identifying the distribution of the load work in the last decade.Practitioners have been consulted to contrast and validate the results of the review. 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. Therefore, the purpose of this work is to help in guiding new practitioners get a general idea on the state of the field and to determine possible research lines.To do so, we first perform a literature review of the field in the last decade by means of an online search. The articles retrieved are sorted using a classification framework that we propose, and the different categories are revised and analyzed. The information in this review is extended and supported by the results obtained by a survey that we have designed and conducted among the practitioners.

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[2]  Junwu Zhu,et al.  Survey on Ontology Mapping , 2012 .

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[4]  Nicola Fanizzi,et al.  Recovering uncertain mappings through structural validation and aggregation with the MoTo system , 2010, SAC '10.

[5]  Eduardo Mena,et al.  Ontology matching with CIDER: evaluation report for OAEI 2011 , 2011, OM.

[6]  Zohra Bellahsene,et al.  YAM++ : A Multi-strategy Based Approach for Ontology Matching Task , 2012, EKAW.

[7]  Natalya F. Noy,et al.  Ontology Mapping Discovery with Uncertainty , 2005 .

[8]  Chantal Reynaud,et al.  Exploiting WordNet as Background Knowledge , 2007, OM.

[9]  Mansur R. Kabuka,et al.  ASMOV: results for OAEI 2010 , 2010, OM.

[10]  Erhard Rahm,et al.  COMA++: Results for the Ontology Alignment Contest OAEI 2006 , 2006, Ontology Matching.

[11]  Gayo Diallo,et al.  ServOMap results for OAEI 2013 , 2013, OM.

[12]  Sabine Maßmann,et al.  Instance Matching with COMA++ , 2007, BTW Workshops.

[13]  Bernard Rous,et al.  The ACM digital library , 2001, CACM.

[14]  Gang Wu,et al.  Evaluating the Stability and Credibility of Ontology Matching Methods , 2011, ESWC.

[15]  Johannes Keizer,et al.  Comparing Human and Automatic Thesaurus Mapping Approaches in the Agricultural Domain , 2008, Dublin Core Conference.

[16]  Gayo Diallo,et al.  Knowledge Reposiory as Entity Similarity Computing Enabler , 2012, 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems.

[17]  Umberto Straccia,et al.  Towards Distributed Information Retrieval in the Semantic Web: Query Reformulation Using the oMAP Framework , 2006, ESWC.

[18]  Giovanni Acampora,et al.  A hybrid evolutionary approach for solving the ontology alignment problem , 2012, Int. J. Intell. Syst..

[19]  Yong Li,et al.  GeRoMeSuite: A System for Holistic Generic Model Management , 2007, VLDB.

[20]  Engelbert Mephu Nguifo,et al.  OACAS - Ontologies Alignment using Composition and Aggregation of Similarities , 2009, KEOD.

[21]  Marouen Kachroudi,et al.  LDOA results for OAEI 2011 , 2011, OM.

[22]  Solomon Eyal Shimony,et al.  Markov Network Based Ontology Matching , 2009, IJCAI.

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[25]  Jérôme Euzenat,et al.  A Survey of Schema-Based Matching Approaches , 2005, J. Data Semant..

[26]  Erhard Rahm,et al.  Optimizing Similarity Computations for Ontology Matching - Experiences from GOMMA , 2013, DILS.

[27]  Xiangkun Tian,et al.  A cosine theorem based algorithm for similarity aggregation of ontologies , 2010, 2010 2nd International Conference on Signal Processing Systems.

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[29]  R. Dieng-Kuntz,et al.  A Graph-Based Algorithm for Alignment of OWL Ontologies , 2007, IEEE/WIC/ACM International Conference on Web Intelligence (WI'07).

[30]  Pascal Hitzler,et al.  StringsAuto and MapSSS results for OAEI 2013 , 2013, OM.

[31]  Peng Wang Lily results on SEALS platform for OAEI 2011 , 2011, OM.

[32]  Yuzhong Qu,et al.  Falcon-AO: A practical ontology matching system , 2008, J. Web Semant..

[33]  Umberto Straccia,et al.  oMAP: Results of the Ontology Alignment Contest , 2005, Integrating Ontologies.

[34]  Davide Ancona,et al.  CooL-AgentSpeak: Enhancing AgentSpeak-DL Agents with Plan Exchange and Ontology Services , 2011, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

[35]  Bernardo Cuenca Grau,et al.  LogMap: Logic-Based and Scalable Ontology Matching , 2011, SEMWEB.

[36]  Carlo Curino,et al.  X-SOM: A Flexible Ontology Mapper , 2007 .

[37]  Cosmin Stroe,et al.  Efficient Selection of Mappings and Automatic Quality-driven Combination of Matching Methods , 2009, OM.

[38]  Baowen Xu,et al.  LILY: the Results for the Ontology Alignment Contest OAEI 2007 , 2007, OM.

[39]  Jürgen Bock,et al.  Discrete particle swarm optimisation for ontology alignment , 2012, Inf. Sci..

[40]  Erhard Rahm,et al.  GOMMA results for OAEI 2012 , 2012, OM.

[41]  Pavel Tyl,et al.  COMP - Comparing Ontology Matching Plug-in , 2009, 2009 Fifth International Conference on Next Generation Web Services Practices.

[42]  Cosmin Stroe,et al.  BLOOMS on AgreementMaker: results for OAEI 2010 , 2010, OM.

[43]  Walid Hassen,et al.  MEDLEY results for OAEI 2012 , 2012, OM.

[44]  Jürgen Bock,et al.  MapPSO and MapEVO results for OAEI 2011 , 2011, OM.

[45]  Vincenzo Loia,et al.  Hybrid methodologies to foster ontology-based knowledge management platform , 2013, 2013 IEEE Symposium on Intelligent Agents (IA).

[46]  Silvana Castano,et al.  Results of the HMatch Ontology Matchmaker in OAEI 2006 , 2006, Ontology Matching.

[47]  Jérôme Euzenat,et al.  Similarity-Based Ontology Alignment in OWL-Lite , 2004, ECAI.

[48]  Susel Fernández,et al.  A Fuzzy Rule-Based System for Ontology Mapping , 2009, PRIMA.

[49]  Zohra Bellahsene,et al.  YAM: a schema matcher factory , 2009, CIKM.

[50]  Peigang Xu,et al.  Alignment results of SOBOM for OAEI 2010 , 2009, OM.

[51]  Ming Mao,et al.  The PRIOR+: Results for OAEI Campaign 2007 , 2007, OM.

[52]  Susel Fernández,et al.  FuzzyAlign - A Fuzzy Method for Ontology Alignment , 2012, KEOD.

[53]  Declan O'Sullivan,et al.  Multilingual Ontology Mapping: Challenges and a Proposed Framework , 2009 .

[54]  Hong Hai Do Schema matching and mapping based data integration: architecture, approaches and evaluation , 2006 .

[55]  Fausto Giunchiglia,et al.  S-Match: An open source framework for matching lightweight ontologies , 2012, Semantic Web.

[56]  Sven Hertling Hertuda results for OAEI 2012 , 2012, OM.

[57]  Cristiano Fugazza,et al.  Coupling human- and machine-driven mapping of SKOS thesauri , 2011, Int. J. Metadata Semant. Ontologies.

[58]  Jérôme Euzenat,et al.  OLA in the OAEI 2007 Evaluation Contest , 2007, OM.

[59]  François Scharffe,et al.  Ontology alignment design patterns , 2013, Knowledge and Information Systems.

[60]  Brian M. Tomaszewski,et al.  The geographic information science and technology and information technology bodies of knowledge: an ontological alignment , 2012, SIGITE '12.

[61]  Heiner Stuckenschmidt,et al.  Introduction to the Ontology Alignment Evaluation 2005 , 2005, Integrating Ontologies.

[62]  Yuzhong Qu,et al.  Falcon-AO: Results for OAEI 2007 , 2007, OM.

[63]  Bernardo Cuenca Grau,et al.  LogMap 2.0: towards logic-based, scalable and interactive ontology matching , 2011, SWAT4LS.

[64]  Amit P. Sheth,et al.  Aligning the Parasite Experiment Ontology and the Ontology for Biomedical Investigations Using AgreementMaker , 2011, ICBO.

[65]  George A. Vouros,et al.  The HCONE Approach to Ontology Merging , 2004, ESWS.

[66]  Chantal Reynaud,et al.  TaxoMap in the OAEI 2008 Alignment Contest , 2008, OM.

[67]  Pinar Wennerberg Aligning Medical Domain Ontologies for Clinical Query Extraction , 2009, EACL.

[68]  Heiko Paulheim,et al.  WeSeE-Match results for OEAI 2012 , 2012, OM.

[69]  Watson Wei Khong Chua,et al.  Eff2Match results for OAEI 2010 , 2010, OM.

[70]  Ian Horrocks,et al.  LogMap and LogMapLt results for OAEI 2012 , 2012, OM.

[71]  Konstantinos Kotis,et al.  Ontology Matching: Current Status, Dilemmas and Future Challenges , 2008, 2008 International Conference on Complex, Intelligent and Software Intensive Systems.

[72]  Avigdor Gal,et al.  Advances in Ontology Matching , 2008, Advances in Web Semantics I.

[73]  Nor Laila Md Noor,et al.  Analysing the effectiveness of COMA++ on the mapping between Traditional Malay Textile (TMT) knowledge model and CIDOC CRM , 2010, 2010 International Symposium on Information Technology.

[74]  Jérôme Euzenat,et al.  Ontology Matching: State of the Art and Future Challenges , 2013, IEEE Transactions on Knowledge and Data Engineering.

[75]  Patrick Lambrix,et al.  SAMBO Results for the Ontology Alignment Evaluation Initiative 2007 , 2007, OM.

[76]  Kurt Sandkuhl,et al.  Polygon-Based Similarity Aggregation for Ontology Matching , 2007, ISPA Workshops.

[77]  Ismail Akbari,et al.  An improved MLMA+ and its application in ontology matching , 2009, 2009 Innovative Technologies in Intelligent Systems and Industrial Applications.

[78]  Jan Hidders,et al.  SERIMI - resource description similarity, RDF instance matching and interlinking , 2011, OM.

[79]  Enrico Motta,et al.  DSSim-ontology Mapping with Uncertainty , 2006, Ontology Matching.

[80]  Kurt Sandkuhl,et al.  User-Based Constraint Strategy in Ontology Matching , 2008, UIC.

[81]  Andrea Calì,et al.  Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings , 2008, FoIKS.

[82]  Konstantinos Kotis,et al.  ASE results for OAEI 2012 , 2012, OM.

[83]  Chien-Sing Lee,et al.  OntoDNA: Ontology Alignment Results for OAEI 2007 , 2007, OM.

[84]  Luigi Iannone,et al.  Pattern-Based Ontology Transformation Service Exploiting OPPL and OWL-API , 2010, EKAW.

[85]  Gjergji Kasneci,et al.  SIGMa: simple greedy matching for aligning large knowledge bases , 2012, KDD.

[86]  Heiko Stoermer,et al.  Results of OKKAM Feature based Entity Matching Algorithm for Instance Matching Contest of OAEI 2009 , 2009, OM.

[87]  Gayo Diallo,et al.  ServOMap and ServOMap-lt results for OAEI 2012 , 2012, OM.

[88]  Bob J. Wielinga,et al.  Let's agree to disagree: on the evaluation of vocabulary alignment , 2011, K-CAP '11.

[89]  Bin Liu,et al.  An ontology based semantic heterogeneity measurement framework for optimization in distributed data mining , 2012, 2012 International Conference on Machine Learning and Cybernetics.

[90]  Jeff Z. Pan,et al.  KOSIMap: Use of Description Logic Reasoning to Align Heterogeneous Ontologies , 2010, Description Logics.

[91]  Prashant Doshi,et al.  Optima+ results for OAEI 2012 , 2011, OM.

[92]  Carlo Curino,et al.  X-SOM Results for OAEI 2007 , 2007, OM.

[93]  J. Euzenat,et al.  Ontology Matching , 2007, Springer Berlin Heidelberg.

[94]  Heiner Stuckenschmidt,et al.  Results of the Ontology Alignment Evaluation Initiative , 2007 .

[95]  Gayo Diallo,et al.  Towards Learning Based Strategy for Improving the Recall of the ServOMap Matching System , 2013, SWAT4LS.

[96]  Cássia Trojahn,et al.  Exploiting Majority Acceptable Arguments for Ontology Matching , 2012 .

[97]  Sandra Geisler,et al.  Results of GeRoMeSuite for OAEI 2008 , 2008, OM.

[98]  York Sure-Vetter,et al.  Ontology Mapping - An Integrated Approach , 2004, ESWS.

[99]  Silvana Castano,et al.  The HMatch 2.0 Suite for Ontology Matchmaking , 2007, SWAP.

[100]  Yuzhong Qu,et al.  GMO: A Graph Matching for Ontologies , 2005, Integrating Ontologies.

[101]  Heiko Paulheim,et al.  WikiMatch results for OEAI 2012 , 2012, OM.

[102]  Fausto Giunchiglia,et al.  Semantic Matching with S-Match , 2009, Semantic Web Information Management.

[103]  Sven Hertling Hertuda results for OEAI 2012 , 2012 .

[104]  Jianfeng Zhang,et al.  Research on Semantic Web Service Composition Based on Ontology Reasoning and Matching , 2011, ICICA.

[105]  Qiang Liu,et al.  SAMBO and SAMBOdtf Results for the Ontology Alignment Evaluation Initiative 2008 , 2008, OM.

[106]  Jérôme David,et al.  AROMA results for OAEI 2011 , 2011, OM.

[107]  Sadok Ben Yahia,et al.  XMap results for OAEI 2017 , 2014, OM@ISWC.

[108]  Santiago Ontañón,et al.  Measuring Similarity in Description Logics Using Refinement Operators , 2011, ICCBR.

[109]  Patrick Lambrix,et al.  SAMBO - A system for aligning and merging biomedical ontologies , 2006, J. Web Semant..

[110]  Thomas Lukasiewicz,et al.  Tightly integrated probabilistic description logic programs for representing ontology mappings , 2008, Annals of Mathematics and Artificial Intelligence.

[111]  E. Eerenberg,et al.  Towards Distributed Information Retrieval based on Economic Models , 2011 .

[112]  Eduardo Mena,et al.  Ontology Matching with CIDER: Evaluation Report for the OAEI 2008 , 2008, OM.

[113]  Heiko Paulheim,et al.  WeSeE-Match results for OAEI 2013 , 2013, OM.

[114]  Enrico Motta,et al.  DSSim - Managing Uncertainty on the Semantic Web , 2007, OM.

[115]  Enrico Motta,et al.  DSSim Results for OAEI 2008 , 2008, OM.

[116]  Isabel F. Cruz,et al.  Using the AgreementMaker to Align Ontologies for the OAEI Campaign 2007 , 2007, OM.

[117]  Silvana Castano,et al.  On the Ontology Instance Matching Problem , 2008, 2008 19th International Workshop on Database and Expert Systems Applications.

[118]  Jérôme David,et al.  AROMA Results for OAEI 2009 , 2008, OM.

[119]  George A. Vouros,et al.  Extending HCONE-Merge by Approximating the Intended Meaning of Ontology Concepts Iteratively , 2005, ESWC.

[120]  Yue Zhao,et al.  RiMOM results for OAEI 2016 , 2010, OM@ISWC.

[121]  Jérôme Euzenat,et al.  Ontology matching benchmarks: generation and evaluation , 2011, OM.

[122]  Maria Vargas-Vera,et al.  State of the Art on Ontology Alignment , 2015, Int. J. Knowl. Soc. Res..

[123]  Gayo Diallo,et al.  An effective method of large scale ontology matching , 2014, SWAT4LS.

[124]  Heiko Paulheim,et al.  HotMatch results for OEAI 2012 , 2012, OM.

[125]  Mahmoud Naghibzadeh,et al.  Using pattern detection techniques and refactoring to improve the performance of ASMOV , 2010, 2010 5th International Symposium on Telecommunications.

[126]  Jürgen Bock,et al.  Ontology alignment in the cloud , 2010, OM.

[127]  George A. Vouros,et al.  On the discovery of subsumption relations for the alignment of ontologies , 2010, J. Web Semant..

[128]  Nico Roos,et al.  MaasMatch results for OAEI 2012 , 2011, OM.

[129]  Yuzhong Qu,et al.  FalconAO: Aligning Ontologies with Falcon , 2005, Integrating Ontologies.

[130]  Przemyslaw Walkowiak,et al.  Tensor-based Relational Learning for Ontology Matching , 2012, KES.

[131]  Engelbert Mephu Nguifo,et al.  SODA: an OWL-DL based Ontology Matching System , 2007, OM.

[132]  Erhard Rahm,et al.  Evolution of the COMA match system , 2011, OM.

[133]  Yi Li,et al.  RiMOM: A Dynamic Multistrategy Ontology Alignment Framework , 2009, IEEE Transactions on Knowledge and Data Engineering.

[134]  Valerie V. Cross,et al.  Biomedical Ontology Matching Using the AgreementMaker System , 2011, ICBO.

[135]  Jan Nößner,et al.  CODI: Combinatorial Optimization for Data Integration: results for OAEI 2011 , 2010, OM.

[136]  George A. Vouros,et al.  SEMA: Results for the Ontology Alignment Contest OAEI 2007 , 2007, OM.

[137]  Heiko Paulheim,et al.  Towards Evaluating Interactive Ontology Matching Tools , 2013, ESWC.

[138]  Fausto Giunchiglia,et al.  Semantic Matching: Algorithms and Implementation , 2007, J. Data Semant..

[139]  Jérôme Euzenat,et al.  Semantic Precision and Recall for Ontology Alignment Evaluation , 2007, IJCAI.

[140]  Olivier Bodenreider,et al.  Hybrid Alignment Strategy for Anatomical Ontologies: Results of the 2007 Ontology Alignment Contest , 2007, OM.

[141]  Yuzhong Qu,et al.  The Results of Falcon-AO in the OAEI 2006 Campaign , 2006, Ontology Matching.

[142]  I-Hong Kuo,et al.  ODGOMS - results for OAEI 2013 , 2013, OM.

[143]  Jérôme David,et al.  The Alignment API 4.0 , 2011, Semantic Web.

[144]  Fumiko Kano Glückstad Terminological Ontology and Cognitive Processes in Translation , 2010 .

[145]  Erhard Rahm,et al.  GOMMA: a component-based infrastructure for managing and analyzing life science ontologies and their evolution , 2011, J. Biomed. Semant..

[146]  Babak Bagheri Hariri,et al.  Coincidence-Based Scoring of Mappings in Ontology Alignment , 2007, J. Adv. Comput. Intell. Intell. Informatics.

[147]  Chantal Reynaud,et al.  TaxoMap in the OAEI 2007 Alignment Contest , 2007, OM.

[148]  Zohra Bellahsene,et al.  Opening the Black Box of Ontology Matching , 2013, ESWC.

[149]  Martin Warin,et al.  Using WordNet and Semantic Similarity to Disambiguate an Ontology , 2004 .

[150]  Heiner Stuckenschmidt,et al.  Results of the Ontology Alignment Evaluation Initiative 2007 , 2006, OM.

[151]  Joumana Dargham,et al.  A Hybrid Approach for Ontology Mapping , 2008, SWWS.

[152]  Yuzhong Qu,et al.  Constructing Virtual Documents for Ontology Matching Using MapReduce , 2011, JIST.

[153]  Baowen Xu,et al.  Lily: Ontology Alignment Results for OAEI 2008 , 2008, OM.

[154]  Juan-Zi Li,et al.  Risk Minimization Based Ontology Mapping , 2004, AWCC.

[155]  Jeff Z. Pan,et al.  KOSIMap: Ontology Alignments Results for OAEI 2009 , 2009, OM.

[156]  Arjen P. de Vries,et al.  SERIMI results for OAEI 2011 , 2011, OM.

[157]  Chantal Reynaud,et al.  TaxoMap alignment and refinement modules: results for OAEI 2010 , 2010, OM.

[158]  Fausto Giunchiglia,et al.  Semantic Schema Matching , 2005, OTM Conferences.

[159]  Frank van Harmelen,et al.  Using multiple ontologies as background knowledge in ontology matching , 2008 .

[160]  Avigdor Gal,et al.  An integrated matching system GeRoMeSuite and SMB: results for OAEI 2010 , 2010, OM.

[161]  Engelbert Mephu Nguifo,et al.  OACAS: results for OAEI 2011 , 2011, OM.

[162]  Zhao Lu ontoMATCH: A probabilistic architecture for ontology matching , 2010, The 3rd International Conference on Information Sciences and Interaction Sciences.

[163]  Zohra Bellahsene,et al.  (Not) yet another matcher , 2009, CIKM.

[164]  Amaury Lendasse,et al.  X-SOM and L-SOM: a nested approach for missing value imputation , 2009, ESANN.

[165]  Yuzhong Qu,et al.  ObjectCoref & Falcon-AO: results for OAEI 2010 , 2010, OM.

[166]  Mark A. Musen,et al.  The PROMPT suite: interactive tools for ontology merging and mapping , 2003, Int. J. Hum. Comput. Stud..

[167]  Zohra Bellahsene,et al.  YAM++ results for OAEI 2011 , 2011, OM.

[168]  Lyndon J. B. Nixon,et al.  Semantic evaluation at large scale (SEALS) , 2012, WWW.

[169]  Anna Formica,et al.  Ontology-based concept similarity in Formal Concept Analysis , 2006, Inf. Sci..

[170]  Chantal Reynaud,et al.  Alignement d'ontologies basé sur des ressources complémentaires Illustration sur le système TaxoMap , 2009, Tech. Sci. Informatiques.

[171]  Cosmin Stroe,et al.  AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies , 2009, Proc. VLDB Endow..

[172]  R. Bone,et al.  The Discovery , 2005, Molecular and Cellular Biochemistry.

[173]  Fumiko Kano Glückstad Terminological Ontology and Cognitive Processes in Translation , 2010, PACLIC.

[174]  Chien-Sing Lee,et al.  Ontology Mapping and Merging through OntoDNA for Learning Object Reusability , 2006, J. Educ. Technol. Soc..

[175]  Erhard Rahm,et al.  Schema and ontology matching with COMA++ , 2005, SIGMOD '05.

[176]  Pradeep Ravikumar,et al.  A Comparison of String Distance Metrics for Name-Matching Tasks , 2003, IIWeb.

[177]  Steffen Staab,et al.  QOM - Quick Ontology Mapping , 2004, GI Jahrestagung.

[178]  Marc Ehrig,et al.  State of the art on ontology alignment , 2013 .

[179]  Patrick Lambrix,et al.  Alignment of Biomedical Ontologies Using Life Science Literature , 2006, KDLL.

[180]  Pankoo Kim,et al.  Ontology construction using online ontologies based on selection, mapping and merging , 2011, Int. J. Web Grid Serv..

[181]  Mansur R. Kabuka,et al.  Ontology matching with semantic verification , 2009, J. Web Semant..

[182]  Masaki Aono,et al.  Alignment Results of Anchor-Flood Algorithm for OAEI-2008 , 2008, OM.

[183]  Chantal Reynaud,et al.  TaxoMap in the OAEI 2009 Alignment Contest , 2009, OM.

[184]  Kartik Asooja,et al.  Monolingual and cross-lingual ontology matching with CIDER-CL: evaluation report for OAEI 2013 , 2013, OM.

[185]  Kütüphane Koleksiyonları,et al.  Science Direct , 2001, Brain Research Reviews.

[186]  Jérôme Euzenat,et al.  Alignment-Based Trust for Resource Finding in Semantic P2P Networks , 2011, SEMWEB.

[187]  Masaki Aono,et al.  Anchor-Flood: Results for OAEI 2009 , 2009, OM.

[188]  Christina L. Hennessey ACM Digital Library , 2012 .

[189]  Beniamino Di Martino,et al.  Semantic web services discovery based on structural ontology matching , 2009, Int. J. Web Grid Serv..

[190]  Pedro M. Domingos,et al.  Ontology Matching: A Machine Learning Approach , 2004, Handbook on Ontologies.

[191]  Ying Wang,et al.  Aggregating Multiple Ontology Similarity Based on IOWA Operator , 2010, 2010 2nd International Workshop on Database Technology and Applications.

[192]  Amaury Lendasse,et al.  X-SOM and L-SOM: A double classification approach for missing value imputation , 2010, Neurocomputing.

[193]  Jérôme David,et al.  Matching directories and OWL ontologies with AROMA , 2006, CIKM '06.

[194]  Cosmin Stroe,et al.  Using AgreementMaker to align ontologies for OAEI 2010 , 2010, OM.

[195]  Somjit Arch-int,et al.  Semantic Ontology Mapping for Interoperability of Learning Resource Systems using a rule-based reasoning approach , 2013, Expert Syst. Appl..

[196]  Babak Bagheri Hariri,et al.  Evolutionary coincidence‐based ontology mapping extraction , 2008, Expert Syst. J. Knowl. Eng..

[197]  Jan Hidders,et al.  SERIMI: Class-based Disambiguation for Effective Instance Matching over Heterogeneous Web Data , 2012, WebDB.

[198]  Mansur R. Kabuka,et al.  ASMOV Results for OAEI 2007 , 2007, OM.

[199]  Umberto Straccia,et al.  oMAP: Combining Classifiers for Aligning OWL Ontologies , 2005 .

[200]  Rose Dieng,et al.  A Graph-Based Algorithm for Alignment of OWL Ontologies , 2007, Web Intelligence.

[201]  Feng Shi,et al.  RiMOM Results for OAEI 2009 , 2008, OM.

[202]  Heiko Stoermer,et al.  Feature-Based Entity Matching: The FBEM Model, Implementation, Evaluation , 2010, CAiSE.

[203]  Georgina Stegmayer,et al.  Knowledge discovery through ontology matching: An approach based on an Artificial Neural Network model , 2012, Inf. Sci..

[204]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[205]  Gayo Diallo,et al.  Large-scale biomedical ontology matching with ServOMap , 2013 .

[206]  I. Kh. Shmain,et al.  On ontology , 2007, Automatic Documentation and Mathematical Linguistics.

[207]  Heiko Paulheim,et al.  WikiMatch - using Wikipedia for ontology matching , 2012, OM.

[208]  Fausto Giunchiglia,et al.  S-Match: an Algorithm and an Implementation of Semantic Matching , 2004, ESWS.

[209]  Juan-Zi Li,et al.  Result of Ontology Alignment with RiMOM at OAEI'06 , 2006, Ontology Matching.

[210]  Patrick Lambrix,et al.  A Framework for Aligning Ontologies , 2005, PPSWR.

[211]  George A. Vouros,et al.  AUTOMS: Automated Ontology Mapping through Synthesis of Methods , 2006, Ontology Matching.

[212]  Jürgen Bock,et al.  MapPSO results for OAEI 2010 , 2010, OM.

[213]  Umberto Straccia,et al.  oMAP: An Implemented Framework for Automatically Aligning OWL Ontologies , 2005, SWAP.

[214]  Konstantinos Kotis,et al.  AUTOMSv2 results for OAEI 2012 , 2012, OM.

[215]  Vera Demberg,et al.  Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop , 2009 .

[216]  Jürgen Bock,et al.  MapPSO Results for OAEI 2009 , 2009, OM.

[217]  Margaret-Anne D. Storey,et al.  Ontology Mapping - a User Survey , 2007, OM.

[218]  Nicola Fanizzi,et al.  Composite ontology matching with uncertain mappings recovery , 2011, SIAP.

[219]  Jérôme Euzenat,et al.  Ontology matching benchmarks: Generation, stability, and discriminability , 2013, J. Web Semant..

[220]  Ian Horrocks,et al.  Evaluating Mapping Repair Systems with Large Biomedical Ontologies , 2013, Description Logics.

[221]  Umberto Straccia,et al.  oMAP: Combining Classifiers for Aligning Automatically OWL Ontologies , 2005, WISE.

[222]  Jérôme Euzenat,et al.  OLA in the OAEI 2005 Alignment Contest , 2005, Integrating Ontologies.

[223]  Viviana Mascardi,et al.  Automatic Ontology Matching via Upper Ontologies: A Systematic Evaluation , 2010, IEEE Transactions on Knowledge and Data Engineering.

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