Open AccessKnowledge based refinement
Author(s) -
Dao Nam Anh
Publication year - 2016
Publication title -
journal of computer science and cybernetics (vietnam academy of science and technology)/journal of computer science and cybernetics
Language(s) - English
Resource type - Journals
eISSN - 2815-5939
pISSN - 1813-9663
DOI - 10.15625/1813-9663/10/4/8197
Subject(s) - computer science , relation (database) , inference , probabilistic logic , artificial intelligence , machine learning , data mining
In the work knowledge based refinement in close relation with inference is considered. It proposes a new approach based on the notion of conflicts. A mathematical formulation for resolving conceptual conflicts among rules is developed. The conceptual conflicts are begot in probabilistic reasoning and then they are eliminated in machine learning. Knowledge based refinement is processed as learning from the conflicts’ discovery.