18695441. SYSTEM AND METHOD FOR DATA MANAGEMENT (Siemens Aktiengesellschaft)

SYSTEM AND METHOD FOR DATA MANAGEMENT

Organization Name

Siemens Aktiengesellschaft

Inventor(s)

Swathi Shyam Sunder of Bengaluru (IN)

[[:Category:Nataliia R�mmele of St. Pölten (AT)|Nataliia R�mmele of St. Pölten (AT)]][[Category:Nataliia R�mmele of St. Pölten (AT)]]

Tobias Aigner of München (DE)

Yogesh Kamath of Bangalore, Karnataka (IN)

Rani Joseph of Bangalore (IN)

Yogesh Borkhade of Bengaluru, Karnataka (IN)

Prithvi Raj Ramakrishnaraja of Secundrabad, AP (IN)

SYSTEM AND METHOD FOR DATA MANAGEMENT

This abstract first appeared for US patent application 18695441 titled 'SYSTEM AND METHOD FOR DATA MANAGEMENT

Original Abstract Submitted

A system and method for data management is provided. The method includes obtaining a dataset from a data source by a processing unit. The dataset includes a plurality of datapoints, and each of the datapoints belongs to a column among a plurality of columns. Further, an ontology label for at least one column in the dataset is predicted using a machine learning model. The predicted ontology label is associated with an ontology comprising a plurality of ontology labels. Further, a mapping between the dataset and the ontology is generated based on the relation between the predicted ontology label and the column. Furthermore, the datapoints are classified with respect to the ontology labels based on the mapping generated. The classified datasets are outputted on a user interface.