Invention Grant
- Patent Title: Granular data for behavioral targeting using predictive models
- Patent Title (中): 使用预测模型的行为定位的粒度数据
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Application No.: US11770413Application Date: 2007-06-28
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Publication No.: US07921069B2Publication Date: 2011-04-05
- Inventor: John Canny , Shi Zhong , Scott Gaffney , Chad Brower , Pavel Berkhin , George H. John
- Applicant: John Canny , Shi Zhong , Scott Gaffney , Chad Brower , Pavel Berkhin , George H. John
- Applicant Address: US CA Sunnyvale
- Assignee: Yahoo! Inc.
- Current Assignee: Yahoo! Inc.
- Current Assignee Address: US CA Sunnyvale
- Agency: Stattler-Suh PC
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06N5/02

Abstract:
A method of targeting receives several granular events and preprocesses the received granular events thereby generating preprocessed data to facilitate construction of a model based on the granular events. The method generates a predictive model by using the pre-processed data. The predictive model is for determining a likelihood of a user action. The method trains the predictive mode. A system for targeting includes granular events, a preprocessor for receiving the granular events, a model generator, and a model. The preprocessor has one or more modules for at least one of pruning, aggregation, clustering, and/or filtering. The model generator is for constructing a model based on the granular events, and the model is for determining a likelihood of a user action. The system of some embodiments further includes several users, a selector for selecting a particular set of users from among the several users, a trained model, and a scoring module.
Public/Granted literature
- US20090006363A1 Granular Data for Behavioral Targeting Public/Granted day:2009-01-01
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