Determining a Cause of an Incident Based on Text Analytics of Documents

Patent №

US 8,996,532

Granted

2015-03-31

Filed 2012

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13476399

According to one embodiment of the present invention, a system analyzes one or more change records based on text analytics using dictionaries and rules for the analysis in order to generate an index of analyzed data that represents the one or more change records. The change records each include a change and corresponding time frame for occurrence of the change. Information from a request is applied to the index of analyzed data to determine one or more candidate causes for the incident and the corresponding time frame for occurrence of the change. A time associated with the request is correlated with the corresponding time frame for occurrence of the change to identify the one or more candidate causes in the one or more change records as causes for the incident. Embodiments of the present invention further include a method and computer program product for determining causes of an incident.

AI classification

Natural language1.00
Knowledge representation1.00
Planning0.99
AI hardware0.80
Machine learning0.36
Speech0.05
Vision0.04
Evolutionary computation0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 282420406

Assignors

BHATT, DHRUV A., MCNEIL, KRISTIN E., PATEL, NITABEN

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

From the same owner

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