The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 13, 2024

Filed:

Apr. 13, 2022
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Min Gong, Shanghai, CN;

Qi Bao, Acton, MA (US);

Qicheng Qiu, Shanghai, CN;

Chunxi Chen, Shanghai, CN;

Assignee:

DELL PRODUCTS L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/25 (2019.01); G06F 16/901 (2019.01); G06F 18/23213 (2023.01); G06N 5/025 (2023.01);
U.S. Cl.
CPC ...
G06F 18/23213 (2023.01); G06F 16/25 (2019.01); G06F 16/9024 (2019.01); G06N 5/025 (2013.01);
Abstract

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.


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