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ILP
1999
Springer
14 years 20 days ago
Rule Evaluation Measures: A Unifying View
Numerous measures are used for performance evaluation in machine learning. In predictive knowledge discovery, the most frequently used measure is classification accuracy. With new...
Nada Lavrac, Peter A. Flach, Blaz Zupan
IJCAI
2003
13 years 9 months ago
Non-Standard Reasoning Services for the Debugging of Description Logic Terminologies
Current Description Logic reasoning systems provide only limited support for debugging logically erroneous knowledge bases. In this paper we propose new non-standard reasoning ser...
Stefan Schlobach, Ronald Cornet
ESWS
2007
Springer
14 years 2 months ago
A Reasoning Framework for Rule-Based WSML
WSML is an ontology language specifically tailored to annotate Web Services, and part of its semantics adheres to the rule-based knowledge representation paradigm of logic program...
Stephan Grimm, Uwe Keller, Holger Lausen, Gá...
DLOG
2006
13 years 9 months ago
Static Knowledge Representation of Multi-Agent System's Specification by Description Logic
Modularity and rigor are two key elements for multi-agent technology. Hong Zhu's multi-agent system (MAS) development method provides proper language facilities supporting mo...
Haiyan Che, Jigui Sun
CADE
2007
Springer
14 years 8 months ago
Optimized Reasoning in Description Logics Using Hypertableaux
We present a novel reasoning calculus for Description Logics (DLs)--knowledge representation formalisms with applications in areas such as the Semantic Web. In order to reduce the ...
Boris Motik, Rob Shearer, Ian Horrocks