Wipro Limited
METHOD AND SYSTEM FOR PROVIDING USER-SPECIFIC EXPLANATIONS FOR OUTPUT GENERATED BY ARTIFICIAL NEURAL NETWORK MODEL

Abstract:

This disclosure relates to method and system for providing user-specific explanations for an output generated by an Artificial Neural Network (ANN) model. The method may include receiving a training dataset, and identifying one or more relevant features from the training dataset. The method may further include distributing the one or more relevant features into a plurality of groups. The plurality of groups may correspond to a plurality of levels of domain knowledge of users. The method may further include generating a plurality of vocabularies of explanations for an output generated by the ANN model for the training dataset corresponding to the plurality of groups, using the one or more relevant features.