METHOD AND SYSTEM FOR PROVIDING USER-SPECIFIC EXPLANATIONS FOR OUTPUT GENERATED BY ARTIFICIAL NEURAL NETWORK MODEL
Patent №
US 11,636,262
Granted
2023-04-25
Filed 2020
Owner
WIPRO LIMITED
Lab
—
AI components
6
ml · nlp · vision · speech · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16741992
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.
AI classification
Ownership
WIPRO LIMITED
assignment · 515070216
Assignors
IYER, MANJUNATH RAMACHANDRA, NAGARAJ, CHANDRASHEKAR BANGALORE
On an employer assignment, the assignors are typically the inventors.