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

Claim 7:
8. A method for managing reports, the method comprising:
identifying, by a computer system, a subset of data fields for inclusion in a new report;
identifying, by the computer system, a set of existing reports comprising the subset of data fields;
training, by the computer system, a machine learning model comprising at least a neural network, using a training data set based on a taxonomy of human capital management (HCM) information and the set of existing reports;
determining, by 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;
predicting, by 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;
computing, by 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;
ranking, by the computer system, the set of additional fields based on the likelihoods of inclusion; and
displaying, by the computer system on a display system, the set of additional fields in a graphical user interface on the display system according to a ranking based on the plurality of probability density functions.