SYSTEM AND METHOD FOR CONTEXT AND COMMUNITY BASED CUSTOMIZATION FOR A USER EXPERIENCE

Patent №

US 8,359,237

Granted

2013-01-22

Filed 2008

Owner

EBAY INC.

Lab

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12126709

A system and method for context and community based customization for a user experience is disclosed. The apparatus in an example embodiment includes a user experience customizer to gather context information, automatically produce user experience customization selections based on the context information, collect user activity feedback from a community of users, and use the user activity feedback to adjust the user experience customizer to automatically produce user experience customization selections likely favored by a user based on a correlation of the user activity feedback with the context information.

Machine learningNatural languagePlanningAI hardwareG06F 3/0484G06Q 30/02G06Q 30/0201G06Q 30/0255G06Q 30/0603

AI classification

Machine learning1.00
Natural language0.96
AI hardware0.88
Planning0.68
Vision0.19
Knowledge representation0.16
Speech0.04
Evolutionary computation0.00

Ownership

EBAY INC.

assignment · 213520285

Assignors

DALAL, VIPUL C., BILLINGSLEY, ERIC NOEL, LADD, JAMES, PUNDLKRAO, SANJAY, SHOUP, RANDALL SCOTT, ANSARI, SUHAIL, CEMBALLI, GUNSHEKAR, SUNDARESAN, NEELAKANTAN

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

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