Handbook of defeasible reasoning and uncertainty management systems
An abductive framework for computing knowledge base updates
Theory and Practice of Logic Programming
Inconsistency Tolerance (Lecture Notes in Computer Science)
Inconsistency Tolerance (Lecture Notes in Computer Science)
Combining answer set programming with description logics for the Semantic Web
Artificial Intelligence
A uniform integration of higher-order reasoning and external evaluations in answer-set programming
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Reconciling description logics and rules
Journal of the ACM (JACM)
Inconsistency-tolerant semantics for description logics
RR'10 Proceedings of the Fourth international conference on Web reasoning and rule systems
The loop formula based semantics of description logic programs
Theoretical Computer Science
Dealing with inconsistency when combining ontologies and rules using DL-Programs
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part I
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Description logic programs are a declarative approach to access ontological knowledge bases through a query interface, and to combine the query results using rules that can be nonmonotonic. Noticeably, a bidirectional information flow between the rules and the ontology is supported, which opens the possibility of sophisticated data exchange and advanced reasoning tasks on top of ontologies. As it happens, inconsistency may arise from the interplay of the rules and the ontology. We consider this issue and discuss different origins of inconsistency, as well as approaches to deal with it. While recent progress has been made, several issues remain to be explored; among them is inconsistency management for generalizations of description logic programs, and in particular for HEX programs, where this issues is largely unexplored and challenging, the more if distributed or web-based evaluation scenarios are considered.