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Proceedings of the Third International Workshop on Debugging Ontologies and Ontology Mappings - WoDOOM14 Anissaras/Hersonissou, Greece May 26, 2014. Edited by: Patrick Lambrix Guilin Qi Matthew Horridge Bijan Parsia Preface Developing ontologies is not an easy task and, as the ontologies grow in size, they are likely to show a number of defects. Such ontologies, although often useful, also lead to problems when used in semantically-enabled applications. Wrong conclusions may be derived or valid conclusions may be missed. Defects in ontologies can take different forms. Syntactic defects are usually easy to find and to resolve. Defects regarding style include such things as unintended re- dundancy. More interesting and severe defects are the modeling defects which require domain knowledge to detect and resolve such as defects in the structure, and semantic defects such as unsatisfiable concepts and inconsistent ontologies. Further, during the recent years more and more mappings between ontologies with overlapping information have been generated, e.g. using ontology alignment systems, thereby connecting the ontologies in ontology networks. This has led to a new opportunity to deal with defects as the mappings and other ontologies in the network may be used in the debugging of a particular ontology in the network. It also has introduced a new difficulty as the mappings may not always be correct and need to be debugged themselves. The WoDOOM series deals with these issues. This volume contains the pro- ceedings of its third edition: WoDOOM14 - Third International Workshop on Debugging Ontologies and Ontology Mappings held on May 26, 2014 in Anis- saras/Hersonissou, Greece. WoDOOM14 was an ESWC 2014 (11th Extended Semantic Web Conference) workshop. In his excellent invited talk, Jérôme Euzenat considered the problem of re- vising a network of ontologies. Further, there were presentations of four research and two demonstration papers. The topics included work on defects regarding incorrectness and incompleteness and dealt with both detection and repair of defects. The editors would like to thank the Program Committee for their work in enabling the timely selection of papers for inclusion in the proceedings. We also appreciate our cooperation with EasyChair as well as our publisher CEUR Workshop Proceedings. May 2014 Patrick Lambrix Guilin Qi Matthew Horridge Bijan Parsia Workshop Organization Workshop Organizers Patrick Lambrix Linköping University, Sweden Guilin Qi Southeast University, China Matthew Horridge Stanford University, USA Bijan Parsia University of Manchester, UK Program Committee Grigoris Antoniou University of Huddersfield, UK Samantha Bail University of Manchester, UK Oscar Corcho Universidad Politécnica de Madrid, Spain Ronald Cornet Universiteit van Amsterdam, The Netherlands and Linköping University, Sweden Bernardo Cuenca Grau University of Oxford, UK Jérôme Euzenat INRIA, France Peter Haase fluid Operations, Germany Matthew Horridge Stanford University, USA Maria Keet University of KwaZulu-Natal, South Africa Patrick Lambrix Linköping University, Sweden Yue Ma TU Dresden, Germany Christian Meilicke University of Mannheim, Germany Tu Anh T. Nguyen Open University, UK Bijan Parsia University of Manchester, UK Rafael Peñaloza TU Dresden, Germany Guilin Qi Southeast University, China Uli Sattler University of Manchester, UK Stefan Schlobach Vrije Universiteit Amsterdam, The Netherlands Bariş Sertkaya SAP Research Dresden, Germany Kostyantyn Shchekotykhin University Klagenfurt, Austria Kewen Wang Griffith University, Australia Renata Wassermann University of Sao Paulo, Brazil Fang Wei-Kleiner Linköping University, Sweden Table of Contents Invited talk Foundations for revising networks of ontologies . . . . . . . . . . . . . . . . . . . . . . . 1 Jérôme Euzenat Research Papers First experiments in cultural alignment repair . . . . . . . . . . . . . . . . . . . . . . . . 3 Jérôme Euzenat Repairing Learned Ontologies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 Daniel Fleischhacker Identifying Wrong Links between Datasets by Multi-dimensional Outlier Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 Heiko Paulheim Interactive Ontology Debugging using Direct Diagnosis . . . . . . . . . . . . . . . . 39 Kostyantyn Shchekotykhin, Gerhard Friedrich, Patrick Rodler and Philipp Fleiss Demonstration Papers A System for Debugging Missing Is-a Structure in EL Ontologies . . . . . . . . 51 Zlatan Dragisic, Patrick Lambrix and Fang Wei-Kleiner B-Annot: Supplying Background Model Annotations for Ontology Coherence Testing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59 Vojtěch Svátek, Simone Serra, Miroslav Vacura, Martin Homola and Ján Kľuka