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Maintaining consistency in a robot's knowledge-base via diagnostic reasoning
AI Communications, 2013Non-deterministic reality is a severe challenge for autonomous robots. Malfunctioning actions, inaccurate sensor perception and exogenous events easily lead to inconsistencies between an actual situation and the internal knowledge-base encoding a robot's belief.
Michael Reip +3 more
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ConMerge - Arbitration of Constraint-Based Knowledge Bases
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 2020Mathias Uta, A. Felfernig
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Knowledge base maintenance and consistency checking in MOLTKE/HyDi
1992This paper deals with special problems of knowledge base maintenance which have to be solved within the knowledge acquisition process. We illustrate that aspects of maintenance must be taken into account by the design model construction because dependencies between pieces of knowledge can result in inconsistent states of a knowledge base. We describe a
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Methods for restoring consistency in probabilistic knowledge bases
, 2022 Van Tham Nguyen +2 more
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Algorithms for Maintaining a Consistent Knowledge Base in Distributed Multiagent Environments
2010In this paper, we design algorithms for a system that allows Semantic Web agents to reason within what has come to be known as the Web of Trust. We integrate reasoning about belief and trust, so agents can reason about information from different sources and deal with contradictions.
Stanislav Ustymenko, Daniel G. Schwartz
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Inside ESIA: An Open and Self-Consistent Knowledge Based System
1992The European project ESIA includes a generic representation of statistical knowledge in a “fact-based” shell. This representation enables to check the consistency of the knowledge entered by the different levels of users. A prototype has been tested in January 1992 with the interface and the knowledge needed for the two lowest levels of users, that is ...
G. Hatabian, H. Augendre
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Solving Inconsistencies in Probabilistic Knowledge Bases via Inconsistency Measures
Asian Conference on Intelligent Information and Database Systems, 2018V. Nguyen, T. Tran
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Distilling relations using knowledge bases
The VLDB journal, 2018Shuang Hao +4 more
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Feature Selection Approach for Rule-Based Knowledge Bases
Advances in Feature Selection for Data and Pattern Recognition, 2018A. Nowak-Brzezińska
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A FINELY-INTERLEAVED CONSISTENCY CHECKING METHOD FOR KNOWLEDGE-BASES
, 1994 John V. Harrison
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