Patent ID: 11892989
Assignee: BANK OF AMERICA CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. A computer program product for organizing data objects, the computer program product comprising at least one non-transitory computer-readable medium having computer-readable program code portions embodied therein, the computer-readable program code portions comprising:
receiving entity data tables, wherein the entity data tables comprise data objects stored in a memory device of an entity system;
receiving regulatory standard documentation comprising data handling guidelines in text identified from keywords in text of the regulatory standard documentation, wherein the regulatory standard documentation is a pdf file;
mining metadata from the entity data tables and mining the data handling guidelines from the regulatory standard documentation;
performing clustering on mined data using a K-means algorithm to determine a common grouping of the mined data to prepare for identification of a feature column group, wherein the mined data comprises the mined data handling guidelines and the mined metadata, and wherein the feature column group comprises one or more feature columns determined by the K-means algorithm to relate to other feature columns within the feature column group based on the metadata and data handling guidelines of the data objects within each of the feature columns;
importing unknown data objects to a cell of a column;
identifying the feature column of the column using a machine learning model trained using training data objects with known feature columns and known feature columns groups;
identifying the feature column group based on data type and sensitivity; and
improving a confidence interval of the identified feature column of the feature column group by subjecting the data objects to the machine learning model multiple times.