NEAR REAL-TIME SYSTEM OR NETWORK INCIDENT DETECTION

Patent №

US 10,164,992

Granted

2018-12-25

Filed 2017

Owner

BANK OF AMERICA CORPORATION

Lab

AI components

3

ml · nlp · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15406059

Systems and arrangements for performing a textual analysis to identify incidents likely to cause a significant business impact are provided. Historical data related to previously occurring incidents may be analyzed to determine a magnitude of impact of the incident. The magnitude may be compared to a predetermined threshold and, if above the threshold, the incident may be flagged as having a significant business impact. If the magnitude is below the threshold, the incident may be flagged as not having a significant business impact. The incidents in each group may then be analyzed to identify keywords, combinations, and/or sequences having a strong correlation to incidents having a significant business impact and incidents not having a significant business impact, which may form inclusion and exclusion criteria. Data from newly received incidents may be compared to the inclusion and exclusion criteria to determine whether the incident is likely to have a significant business impact.

AI classification

Natural language1.00
Machine learning1.00
Planning0.99
Knowledge representation0.03
Speech0.01
Vision0.01
AI hardware0.00
Evolutionary computation0.00

Ownership

BANK OF AMERICA CORPORATION

assignment · 409990170

Assignors

HOWIE, CHARLES C., GLOVER, DEAUNDRA K., PRICE, JESSE, KEPHART, AARON

On an employer assignment, the assignors are typically the inventors.

From the same owner

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