Analyzing User Behavior to Enhance Data Display

Patent №

US 8,914,731

Granted

2014-12-16

Filed 2009

Owner

ORACLE INTERNATIONAL CORPORATION

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12414983

A method and apparatus for enhancing the display of data is provided. User interaction data describing the interactions of a plurality of users with a user interface component is stored. The user interaction data is analyzed to identify patterns of prior use of the user interface component. The operation of a three-tier architecture may be configured to enhance performance based on the patterns of prior use. For example, upon determining a certain percentage of users interact with the user interface component in a manner requiring the visual appearance of the user interface component to be updated to depict additional data not previously depicted, the additional data may be cached at an application tier or provided to a client before a user requests the additional data to minimize the delay in retrieving the additional data. The patterns of prior use may also be used to selectively initialize resources at the middle-tier.

AI classification

AI hardware1.00
Knowledge representation0.79
Machine learning0.53
Natural language0.25
Planning0.04
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

ORACLE INTERNATIONAL CORPORATION

assignment · 224760194

Assignors

KRISHNAMURTHY, SANJAY

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

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