[PDF][PDF] Measuring Inconsistency through Minimal Inconsistent Sets.

A Hunter, S Konieczny - KR, 2008 - cdn.aaai.org
In this paper, we explore the links between measures of inconsistency for a belief base and
the minimal inconsistent subsets of that belief base. The minimal inconsistent subsets can …

Measuring consistency gain and information loss in stepwise inconsistency resolution

J Grant, A Hunter - European Conference on Symbolic and Quantitative …, 2011 - Springer
Inconsistency is a usually undesirable feature of many kinds of data and knowledge. But
altering the information in order to make it less inconsistent may result in the loss of …

[HTML][HTML] On measuring inconsistency in graph databases with regular path constraints

J Grant, F Parisi - Artificial Intelligence, 2024 - Elsevier
Real-world data are often inconsistent. Although a substantial amount of research has been
done on measuring inconsistency, this research concentrated on knowledge bases …

Revisiting postulates for inconsistency measures

P Besnard - European Workshop on Logics in Artificial Intelligence, 2014 - Springer
Postulates for inconsistency measures are examined, the set of postulates due to Hunter
and Konieczny being the starting point. Objections are raised against a few individual …

[HTML][HTML] On measuring inconsistency in definite and indefinite databases with denial constraints

F Parisi, J Grant - Artificial Intelligence, 2023 - Elsevier
Real-world databases are often inconsistent. Although there has been an extensive body of
work on handling inconsistency, little work has been done on measuring inconsistency in …

[PDF][PDF] Relative Inconsistency Measures for Indefinite Databases with Denial Constraints.

F Parisi, J Grant - IJCAI, 2023 - ijcai.org
Handling conflicting information is an important challenge in AI. Measuring inconsistency is
an approach that provides ways to quantify the severity of inconsistency and helps …

Analysing inconsistent first-order knowledgebases

J Grant, A Hunter - Artificial Intelligence, 2008 - Elsevier
It is well-known that knowledgebases may contain inconsistencies. We provide a framework
of measures, based on a first-order four-valued logic, to quantify the inconsistency of a …

Inconsistencies in big data

D Zhang - 2013 IEEE 12th International Conference on …, 2013 - ieeexplore.ieee.org
We are faced with a torrent of data generated and captured in digital form as a result of the
advancement of sciences, engineering and technologies, and various social, economical …

[PDF][PDF] Inconsistency measurement thanks to mus decomposition

S Jabbour, Y Ma, B Raddaoui - … of the 2014 international conference on …, 2014 - ifaamas.org
Bearing contradictory knowledge is often unavoidable among multi-agents. Measuring
inconsistency degrees of knowledge bases of different agents facilitates the understanding …

Active integrity constraints for database consistency maintenance

L Caroprese, S Greco… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This paper introduces active integrity constraints (AICs), an extension of integrity constraints
for consistent database maintenance. An active integrity constraint is a special constraint …