Reconfigurable Model for Auto-Classification System and Method

摘要

A reconfigurable automatic document-classification system and method provides classification metrics to a user and enables the user to reconfigure the classification model. The user can refine the classification model by adding or removing exemplars, creating, editing or deleting rules, or performing other such adjustments to the classification model. This technology enhances the overall transparency and defensibility of the auto-classification process.

主权项

1. A computer-implemented method of automatically classifying digital content, the method comprising:
generating or modifying, by an auto-classification module embodied on non-transitory computer memory, a content classification model for classifying content based on documents that have been identified as exemplars for each classification in a hierarchical classification scheme; reviewing, by the auto-classification module, the content classification model on a set of review documents to assess accuracy of the content classification model; displaying, by the auto-classification module via a user interface, metrics for the set of documents that have been classified in the reviewing of the content classification model; and determining, by the auto-classification module based at least in part on data received via the user interface, whether to run a classification job using the content classification model or to modify the content classification model.