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:
Nov. 15, 2022

Filed:

Aug. 31, 2016
Applicant:

Omniscience Corporation, Sunnyvale, CA (US);

Inventor:

Manu Shukla, Sterling, VA (US);

Assignee:

OMNISCIENCE CORPORATION, Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); A63F 13/25 (2014.01); G06N 20/10 (2019.01); H04L 51/52 (2022.01); H04L 51/222 (2022.01); H04L 67/131 (2022.01); H04L 67/50 (2022.01);
U.S. Cl.
CPC ...
A63F 13/25 (2014.09); G06N 20/00 (2019.01); G06N 20/10 (2019.01); H04L 51/222 (2022.05); H04L 51/52 (2022.05); H04L 67/131 (2022.05); H04L 67/535 (2022.05); A63F 2300/8082 (2013.01);
Abstract

Aspects of the subject technology include an event processing and prospect identifying platform. It accepts as input a set of storylines (a sequence of entities and their relationships) and processes them as follows: (1) uses different algorithms (LDA, SVM, information gain, rule sets) to identify themes from storylines; (2) identifies top locations and times in storylines and combines with themes to generate events that are meaningful in a specific scenario for categorizing storylines; and (3) extracts top prospects as people and organizations from data elements contained in storylines. The output comprises sets of events in different categories and storylines under them along with top prospects identified. Aspects use in-memory distributed processing that scales to high data volumes and categorizes generated storylines in near real-time.


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