AUTOMATIC ADAPTION OF A SEARCH CONFIGURATION

Patent №

US 11,244,007

Granted

2022-02-08

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES COPORATION

+1 more

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16384973

The invention relates to a method for automatically adapting a search configuration of a search engine of a search service based on repeatedly occurring events. The method comprises monitoring configuration changes applied to the search configuration, detecting events using time series and determining associations between the configuration changes applied and events detected. For the events, a likelihood of an occurrence of the respective event within a predefined time frame is calculated and, if the likelihood exceeds a predefined threshold, the search configuration is automatically adapted in anticipation of the respective event according to configuration changes associated with the event.

Machine learningKnowledge representationPlanningAI hardwareG06F 16/285G06F 16/90335G06F 16/9035G06N 7/01G06N 20/00

AI classification

Planning0.98
Knowledge representation0.95
Machine learning0.85
AI hardware0.74
Vision0.03
Natural language0.01
Evolutionary computation0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES COPORATION

assignment · 488900311

INTERNATIONAL BUSINESS MACHINES CORPORATION

correct · 584960409

Assignors

KUSSMAUL, TIMO, HANSMANN, UWE K.

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

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