PROBABILISTIC INFERENCE OF DEMOGRAPHIC INFORMATION FROM USER SELECTION OF CONTENT

Patent №

US 9,003,441

Granted

2015-04-07

Filed 2005

Owner

GOOGLE INC.

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11105781

Demographic information for users and content are collected based on users' content selections. Each user is associated with some demographic data. Users who select particular content, such as an advertisement or a web page, are probabilistically inferred to be in the demographic associated with the content. The demographic data of users who selected the content are aggregated into visitor demographic data for the content. The demographic associated with the content may be modified based on the visitor demographic data. A feedback loop is formed, whereby the demographic data of both users and the content are continuously refined.

Machine learningKnowledge representationPlanningH04N 21/44213H04N 21/25883H04N 21/44224H04N 21/6547H04N 21/6582H04N 21/454

AI classification

Planning0.99
Knowledge representation0.89
Machine learning0.87
AI hardware0.08
Vision0.04
Evolutionary computation0.02
Speech0.00
Natural language0.00

Ownership

GOOGLE INC.

assignment · 164790631

Assignors

JINDAL, DEEPAK, RAJARAM, GOKUL

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

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