US Patent Application 17719724. ROI-BASED DATA CONTENT GRAPH FOR WIDE DATA MANAGEMENT simplified abstract
Contents
ROI-BASED DATA CONTENT GRAPH FOR WIDE DATA MANAGEMENT
Organization Name
Inventor(s)
ROI-BASED DATA CONTENT GRAPH FOR WIDE DATA MANAGEMENT - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 17719724 Titled 'ROI-BASED DATA CONTENT GRAPH FOR WIDE DATA MANAGEMENT'
Simplified Explanation
This disclosure describes a system, method, and media for creating a data graph database from unstructured and structured data items. The method involves identifying unstructured data items, recognizing regions of interest (ROIs) in these items, and extracting the ROIs. The extracted ROIs are then encoded into ROI vectors. A data graph is created to represent the data subjects, data items, and ROI vectors, and this graph is stored in a graph database. This system allows for managing data items of different formats together and also enables storing structured data items in the graph database, enhancing the existing procedure for structured data items.
Original Abstract Submitted
This disclosure provides systems, methods, and media for creating a data graph database from various unstructured and unstructured data items for use by various services. The method comprises the operations of identifying unstructured data items in data subjects; recognizing regions of interest (ROIs) in the unstructured data items; and extracting the ROIs from the unstructured data items. The method further comprises encoding the extracted ROIs into ROI vectors; creating a data graph to represent the data subjects, the data items, and the ROI vectors; and storing the data graph into a graph database. The various embodiments can manage data items of different data formats together rather than separately, thus creating a data management system for managing data across data formats. The data management system can also store structured data items into the graph database, thus complementing the existing ETL procedure for structured data items.
