AUTOMATED GROUPING OF MESSAGES PROVIDED TO AN APPLICATION USING STRING SIMILARITY ANALYSIS

Patent №

US 8,078,619

Granted

2011-12-13

Filed 2010

Owner

COMPUTER ASSOCIATES THINK, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12723186

Messages which are provided to an application are monitored. Similarities between the messages are determined based on a distance algorithm, in one approach, and messages which are similar are assigned to a common group. For example, the messages may be HTTP messages which include a URL, HTTP header parameters and/or HTTP post parameters. The messages are parsed to derive a string which is used in the distance calculations. Additionally, application runtime data such as response times is obtained and aggregated for the group. Further, a representative message can be determined for each group for comparison to subsequent messages. Results can be reported which include a group identifier, representative message, count and aggregated runtime data.

AI classification

AI hardware1.00
Knowledge representation0.99
Planning0.83
Machine learning0.80
Natural language0.76
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

COMPUTER ASSOCIATES THINK, INC.

assignment · 242880340

Assignors

BANSAL, JYOTI KUMAR, SEIDMAN, DAVID ISAIAH, ADDLEMAN, MARK J

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

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