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ECSQARU
2007
Springer
13 years 12 months ago
An Algorithm for Computing Inconsistency Measurement by Paraconsistent Semantics
Measuring inconsistency in knowledge bases has been recognized as an important problem in many research areas. Most of approaches proposed for measuring inconsistency are based on ...
Yue Ma, Guilin Qi, Pascal Hitzler, Zuoquan Lin
KR
2010
Springer
13 years 3 months ago
Computing Inconsistency Measurements under Multi-Valued Semantics by Partial Max-SAT Solvers
Measuring the inconsistency degree of a knowledge base can help us to deal with inconsistencies. Several inconsistency measures have been given under different multi-valued semant...
Guohui Xiao, Zuoquan Lin, Yue Ma, Guilin Qi
KCAP
2003
ACM
13 years 11 months ago
Building large knowledge bases by mass collaboration
Acquiring knowledge has long been the major bottleneck preventing the rapid spread of AI systems. Manual approaches are slow and costly. Machine-learning approaches have limitatio...
Matthew Richardson, Pedro Domingos
DLOG
2008
13 years 8 months ago
Consistency Checking for Extended Description Logics
In this paper we consider the extensions of description logics that were proposed to represent uncertain or vague knowledge, focusing on the fuzzy and possibilistic formalisms. We ...
Olivier Couchariere, Marie-Jeanne Lesot, Bernadett...
DLOG
2011
12 years 9 months ago
On the Problem of Weighted Max-DL-SAT and its Application to Image Labeling
Abstract. For a number of problems, such as ontology learning or image labeling, we need to handle uncertainty and inconsistencies in an appropriate way. Fuzzy and Probabilistic De...
Stefan Scheglmann, Carsten Saathoff, Steffen Staab