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:
Sep. 08, 2026

Filed:

Nov. 24, 2021
Applicant:

Intelligent Fusion Technology, Inc., Germantown, MD (US);

Inventors:

Qingliang Zhao, Germantown, MD (US);

Jiaoyue Liu, Germantown, MD (US);

Nichole Sullivan, Germantown, MD (US);

Kuochu Chang, Fairfax, VA (US);

Erik Blasch, Arlington, VA (US);

Genshe Chen, Germantown, MD (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 16/25 (2019.01); G06F 16/26 (2019.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 16/258 (2019.01); G06F 16/26 (2019.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06N 5/022 (2013.01);
Abstract

A computing system includes: a memory, containing instructions for a method for anomaly and pattern detection of unstructured big data via semantic analysis and dynamic knowledge graph construction; a processor, coupled with the memory and, when the instructions being executed, configured to: receive unstructured big data associated with social network interactions, events, or activities; parse and structure the unstructured big data to generate structured big data; form a dynamic knowledge base based on the structured big data; and perform sematic reasoning on the dynamic knowledge base to discover patterns and anomalies among the social network interactions, events, or activities; and a display, comprising an interactive graphical user interface (GUI), configured to receive the anomalies and patterns to display real-time actionable alerts, provide recommendations, and support decisions.


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