A multivalued knowledge-base model

Details A multivalued knowledge-base model A multivalued knowledge-base model

2010-03-08

arxiv.org/abs/1003.1658v3

Acta Univ. Sapientiae, Informatica, 2,1(2010) 51-79

Computer Science

Artificial Intelligence

Scientific paper

The basic aim of our study is to give a possible model for handling uncertain information. This model is worked out in the framework of DATALOG. At first the concept of fuzzy Datalog will be summarized, then its extensions for intuitionistic- and interval-valued fuzzy logic is given and the concept of bipolar fuzzy Datalog is introduced. Based on these ideas the concept of multivalued knowledge-base will be defined as a quadruple of any background knowledge; a deduction mechanism; a connecting algorithm, and a function set of the program, which help us to determine the uncertainty levels of the results. At last a possible evaluation strategy is given.

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