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Finding the Right Consumer: Optimizing for Conversion in Display Advertising Campaigns

这周在公司分享会上分享了《Finding the Right Consumer: Optimizing for Conversion in Display Advertising Campaigns》,下面贴出分享的主要内容。

 技术分享

 

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Global Model

 

Global Model一共有2类:
    Merge-based Global Model
    Interaction-based Global Model

 

技术分享

 

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 Evaluation Metric

  AUC
  PrecisionRecall
     Precisionsmall campaign
     Recalllarge campaign

 

 

文章参考于:http://www.cs.cmu.edu/~yandongl/papers/wsdm2012.pdf

Finding the Right Consumer: Optimizing for Conversion in Display Advertising Campaigns