Access restrictions to and with description logic web ontologies
نویسنده
چکیده
Access restrictions are essential in standard information systems and became an issue for ontologies in the following two aspects. Ontologies can represent explicit and implicit knowledge about an access policy. For this aspect we provided a methodology to represent and systematically complete role-based access control policies. Orthogonally, an ontology might be available for limited reading access. Independently of a specific ontology language or reasoner, we provided a lattice-based framework to assign labels to an ontology’s axioms and consequences. We looked at the problems to compute and repair one or multiple consequence labels and to assign a query-based access restriction. An empirical evaluation has shown that the algorithms perform well in practical scenarios with large-scale ontologies.
منابع مشابه
Parallelizing Algebraic Reasoning for the Description Logic SHOQ
Reaching the full potential of the semantic web awaits the availability of highly scalable reasoners. Despite numerous efforts to optimize existing Description Logics reasoners, there is always the need to compromise the expressivity or the size of the used ontologies in time sensitive applications. Hybrid algebraic reasoning has been investigated in the context of optimizing reasoning with ont...
متن کاملQuery Answering in Expressive Variants of DL-Lite
The use of ontologies in various application domains, such as Data Integration, the Semantic Web, or ontology-based data management, where ontologies provide the access to large amounts of data, is posing challenging requirements w.r.t. the trade-off between the expressive power of a Description Logic and the efficiency of reasoning. The logics of the DL-Lite family were specifically designed t...
متن کاملAbductive logic programming for Datalog +/- ontologies
Ontologies are a fundamental component of the Semantic Web since they provide a formal and machine manipulable model of a domain. Description Logics (DLs) are often the languages of choice for modeling ontologies. Great effort has been spent in identifying decidable or even tractable fragments of DLs. Conversely, for knowledge representation and reasoning, integration with rules and rule-based ...
متن کاملAn Abductive Framework for Datalog± Ontologies
Ontologies are a fundamental component of the Semantic Web since they provide a formal and machine manipulable model of a domain. Description Logics (DLs) are often the languages of choice for modeling ontologies. Great effort has been spent in identifying decidable or even tractable fragments of DLs. Conversely, for knowledge representation and reasoning, integration with rules and rule-based ...
متن کاملOntological Modeling: Part 11 Some Differences between Owl Ontologies and Typical Databases
This is the eleventh in a series of articles on ontology-based approaches to modeling. The main focus is on popular ontology languages proposed for the Semantic Web, such as the Resource Description Framework (RDF), RDF Schema (RDFS), and the Web Ontology Language (OWL). OWL is based on description logic. A later series of articles will explore other logic-based languages such as datalog. The f...
متن کامل