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公开(公告)号:WO2007053940A1
公开(公告)日:2007-05-18
申请号:PCT/CA2006/001828
申请日:2006-11-08
Inventor: KRNETA, Milorad
CPC classification number: G06Q10/04 , G06Q10/06 , G06Q20/201 , G06Q30/02
Abstract: Methods and systems consistent with the principles of some embodiments of the present invention provide for determining a set of variables that together have strong predictive power relative to some target variable(s); identifying a subset of variables that together describe the majority of the information in the database; statistically segmenting the database; predicting unknown values in the target variables; combining prediction and VIVa; filling gaps in databases for further analysis or database completion; predicting probabilities; and outputting information based on the processed data. The outputs may relate to optimizing price to maximize return, producing a database based on postal code, identifying a trade area for sale of goods; and/or optimizing the distribution of marketing funds across various marketing channels.
Abstract translation: 与本发明的一些实施例的原理一致的方法和系统提供了确定一组相对于某些目标变量具有强预测能力的变量集合; 识别一起描述数据库中大部分信息的变量子集; 统计分割数据库; 预测目标变量中的未知值; 组合预测与VIVa; 弥补数据库中的差距,进一步分析或数据库完成; 预测概率 并基于处理后的数据输出信息。 输出可能涉及优化价格以最大化回报,产生基于邮政编码的数据库,识别出售商品的贸易区域; 和/或优化各种营销渠道的营销资金分配。