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A method for checking and restoring the consistency of knowledge bases
International Journal of Human Computer Studies, 1994 Stéphane Loiseau
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Consistency enforcement in medical knowledge base construction
Artificial Intelligence in Medicine, 1993Some aspects of knowledge base creation can be partially or completely automated, resulting in higher quality and smaller effort. Computer assistance is particularly valuable in ensuring the internal consistency of a knowledge base. The article describes several techniques for consistency enforcement in QMR-KAT, an interactive knowledge base editor for
D A, Giuse, N B, Giuse, R A, Miller
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Database — Knowledge Base Consistency Monitor
1990Expert systems composed of a database and a knowledge base, which cooperate, are considered. In such systems mutual consistency of the database and the knowledge base must be enforced. A consistency monitor is proposed for this purpose, whose task is double: to enforce internal consistency of the database and mutual consistency of the database and the ...
Cellary, W. +4 more
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Rule-based consistency enforcement for knowledge-based systems
IEEE Transactions on Knowledge and Data Engineering, 1993A rule-based approach for the automatic enforcement of consistency constraints is presented. In contrast to existing approaches that compile consistency checks into application programs, the approach centralizes consistency enforcement in a separate module called a knowledge-base management system.
C.F. Eick, P. Werstein
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ACQUA: Approximate Consistent Query Answering Over Inconsistent Knowledge Bases
2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2019Consistent query answering is a principled approach for querying inconsistent knowledge bases. It relies on two central notions: a repair, that is, a maximal consistent subset of the facts in the knowledge base, and a consistent query answer, that is, a query answer entailed by every repair of the knowledge base.
Fiorentino N. +3 more
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Inductive consistency in knowledge-based decision support systems
Decision Support Systems, 1995Abstract Efforts to integrate knowledge into Decision Support Systems have lead to approaches that incorporate induction techniques to derive rules from data. Such integration efforts create a new integrity control challenge for Knowledge-Based Decision Support Systems. The challenge is recognizing and coping with change.
Heidi D. Owens, Andrew S. Philippakis
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Retaining Consistency for Knowledge-Based Security Testing
2014Testing of software and systems requires a set of inputs to the system under test as well as test oracles for checking the correctness of the obtained output. In this paper we focus on test oracles within the domain of security testing, which require consistent knowledge of security policies.
Andreas Bernauer +4 more
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Knowledge Base Maintenance and Consistency Checking in MOLTKE
2023This 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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Weight-based consistent query answering over inconsistent $${\mathcal {SHIQ}}$$ knowledge bases
Knowledge and Information Systems, 2012Non-standard query mechanisms that work under inconsistency are required in some important description logic (DL)-based applications, including those involving an inconsistent DL knowledge base ( KB) whose intensional knowledge is consistent but is violated by its extensional knowledge.
Jianfeng Du, Guilin Qi, Yi-Dong Shen
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