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    • 1. 发明申请
    • SYSTEM AND METHOD FOR FORECASTING AN INVENTORY OF ONLINE ADVERTISEMENT IMPRESSIONS BY SAMPLING IN A MAP-REDUCE FRAMEWORK
    • 通过在地图缩小框架中采样来预测在线广告印象的存货的系统和方法
    • US20110029377A1
    • 2011-02-03
    • US12512986
    • 2009-07-30
    • Peiji ChenWei LiSrinivasan RajagopalErik VeeJack Z. XieSheng Zhang
    • Peiji ChenWei LiSrinivasan RajagopalErik VeeJack Z. XieSheng Zhang
    • G06Q30/00
    • G06Q30/02G06Q30/0246G06Q30/0254
    • An improved system and method for forecasting an inventory of online advertisement impressions by sampling in a map-reduce framework is provided. In a map-reduce framework, samples of visitor profiles may be collected and matched to targeting profiles for displaying advertisements by distributed sample mappers. Sets of samples of visitor profiles matched to the targeting profiles may be mapped and distributed to reducer servers for integrating the samples collected by sample mappers into a reduction sample set for each targeting profile. Each reducer server may aggregate a count of samples of visitor profiles matched to a targeting profile, and the sets of samples of visitor profiles matched to a targeting profile may be integrated into a reduction sample set for each targeting profile. The sample reducers may forecast a targeting profile inventory for each targeting profile and output the targeting profile inventory with a reduction sample set of visitor profiles.
    • 提供了一种改进的系统和方法,用于通过在地图缩减框架中进行采样来预测在线广告印象的库存。 在map-reduce框架中,可以收集访问者个人资料的样本并将其与定位配置文件匹配,以便通过分布式样本映射器显示广告。 与定位配置文件匹配的访问者配置文件的样本集可以映射并分发到reducer服务器,以将样本映射器收集的样本集成到每个定位配置文件的缩减样本集中。 每个减速机服务器可以聚合与定位配置文件匹配的访问者配置文件样本的计数,并且与定位配置文件匹配的访问者配置文件的样本集合可以被集成到针对每个定向配置文件的缩减样本集合中。 样本缩减器可以预测每个定位配置文件的定位配置文件库存,并使用缩减的访问者配置文件样本集输出定位配置文件库存。