Inconsistent ontology diagnosis: framework and prototype

In this document, we present a framework for inconsistent ontology diagnosis and repair by defining a number of new non-standard reasoning services to explain inconsistencies through pinpointing. We developed two different types of algorithms for the framework, and we describe these algorithms in so...

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Detalles Bibliográficos
Autores: Schlobach, Stefan, Huang, Zhisheng, Casanovas, Pompeu|||0000-0002-0980-2371
Tipo de recurso: informe técnico
Fecha de publicación:2005
País:España
Institución:Universitat Autònoma de Barcelona
Repositorio:Dipòsit Digital de Documents de la UAB
Idioma:inglés
OAI Identifier:oai:ddd.uab.cat:140414
Acceso en línea:https://ddd.uab.cat/record/140414
Access Level:acceso abierto
Palabra clave:Ontology management
Inconsistency diagnosis
Ontology reasoning
Descripción
Sumario:In this document, we present a framework for inconsistent ontology diagnosis and repair by defining a number of new non-standard reasoning services to explain inconsistencies through pinpointing. We developed two different types of algorithms for the framework, and we describe these algorithms in some detail. Both algorithms have been prototypically implemented as the DION (Debugger of Inconsistent ONtologies) and MUPStersystem. The first implements a bottom-up approach to calculate pinpoints by the support of an external DL reasoner, the second using a specialised tableau-based calculus.