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

Claim 14:
15. A computer program product for managing reports, the computer program product comprising:
a computer-readable storage media; and
program code, stored on the computer-readable storage media, for identifying, by a computer system, a subset of data fields for inclusion in a new report;
program code, stored on the computer-readable storage media, for identifying a set of existing reports comprising the subset of data fields;
program code, stored on the computer-readable storage media, for training a machine learning model comprising a neural network, using a training data set based on a taxonomy of human capital management (HCM) information and the set of existing reports;
program code, stored on the computer-readable storage media, for 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;
program code, stored on the computer-readable storage media, for 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;
program code, stored on the computer-readable storage media, for 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;
program code, stored on the computer-readable storage media, for ranking, by the computer system, the set of additional fields based on the likelihoods of inclusion; and
program code, stored on the computer-readable storage media, for 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.