International Business Machines Corporation
METHOD FOR SELECTING DATASETS FOR UPDATING AN ARTIFICIAL INTELLIGENCE MODULE

Abstract:

A computer-implemented method for selecting a dataset from given datasets for updating an artificial intelligence module (AI-module). The given datasets each comprise an input dataset and a corresponding output dataset. The computer-implemented method comprises: obtaining values of parameters for defining different clusters of the given datasets, determining a metric of each given dataset, the metric of each given dataset being dependent on a level of membership of the respective given dataset to one of the clusters and a distance of the respective given dataset to a centroid of the same one of the clusters, and selecting at least one of the given datasets from the given datasets for updating the AI-module on the basis of a comparison of the metrics of the given datasets.