Patent ID: 11900328
Assignee: ADP, INC.
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A report management system, comprising:
a computer system; and
a report manager in the computer system, wherein the report manager is configured:
to identify a subset of data fields for inclusion in a new report;
to identify a set of existing reports comprising the subset of data fields;
to train a machine learning model comprising a neural network, by the computer system, with a training data set based on a taxonomy of human capital management (HCM) information and the set of existing reports;
to determine, using the machine learning model an intent for the new report by comparing the subset of data fields to an index of intents of the set of existing reports and data fields, the data fields including the subset of data fields;
to predict, using the machine learning model based on the intent determined by the machine learning model and the index, a set of additional fields for the new report by comparing the subset of data fields to the index;
to compute, with the neural network using the intent determined by the machine learning model based on the subset of data fields, a plurality of probability density functions of likelihoods of inclusion of the set of additional fields in the new report;
to rank the set of additional fields based on the likelihoods of inclusion; and
to display the set of additional fields in a graphical user interface on a display system according to the ranking.