Invention Grant
- Patent Title: System identification, estimation, and prediction of advertising-related data
- Patent Title (中): 广告相关数据的系统识别,估计和预测
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Application No.: US12898258Application Date: 2010-10-05
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Publication No.: US08121963B2Publication Date: 2012-02-21
- Inventor: Niklas Karlsson , Jianlong Zhang , Jaime Batiz-Mendoza
- Applicant: Niklas Karlsson , Jianlong Zhang , Jaime Batiz-Mendoza
- Applicant Address: US NY New York
- Assignee: AOL Advertising Inc.
- Current Assignee: AOL Advertising Inc.
- Current Assignee Address: US NY New York
- Agency: Finnegan, Henderson, Farabow, Garrett & Dunner, LLP
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06E1/00 ; G06E3/00 ; G06G7/00

Abstract:
In accordance with the invention, a system, method, and apparatus for analyzing advertisement-related data are presented, which may include receiving data related to an aspect of an advertisement and modeling the aspect of the advertisement with a mathematical model. The mathematical model may include a control-signal-related component, a control-signal-independent component, and an error component. Each component may be updated based on at least one of a control signal, the received data, and a previous state of at least one of the components. An updated model may be created based on the updated components. The system, method, and apparatus may also include predicting the aspect of the advertisement using the updated model. Exemplary aspects of and data related to the advertisement may include one or more of the following: a number of impressions, “clicks,” or “conversions” and/or the impression-to-conversion, impression-to-click, or click-to-conversion ratios.
Public/Granted literature
- US20110112893A1 System Identification, Estimation, and Prediction of Advertising-Related Data Public/Granted day:2011-05-12
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