Knowledge based refinement

Dao Nam Anh

Abstract


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.




DOI: https://doi.org/10.15625/1813-9663/10/4/8197

Journal of Computer Science and Cybernetics ISSN: 1813-9663

Published by Vietnam Academy of Science and Technology