MODEL FOR GENERATING USER PROFILES IN A BEHAVIORAL TARGETING SYSTEM

Patent №

US 7,809,740

Granted

2010-10-05

Filed 2006

Owner

YAHOO! INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11394374

A behavioral targeting system determines user profiles from online activity. The system includes a plurality of models that define parameters for determining a user profile score. Event information, which comprises on-line activity of the user, is received at an entity. To generate a user profile score, a model is selected. The model comprises recency, intensity and frequency dimension parameters. The behavioral targeting system generates a user profile score for a target objective, such as brand advertising or direct response advertising. The parameters from the model are applied to generate the user profile score in a category. The behavioral targeting system has application for use in ad serving to on-line users.

AI classification

Machine learning1.00
Knowledge representation0.99
Planning0.97
Natural language0.71
AI hardware0.36
Vision0.11
Evolutionary computation0.07
Speech0.00

Ownership

YAHOO! INC.

assignment · 180800851

Assignors

CHUNG, CHRISTINA YIP, KORAN, JOSHUA M., LIN, LONG-JI, YIN, HONGFENG

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

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