Predicting Non-Observable Parameters for Digital Components
user-5f8cf7e04c775ec6fa691c92(2019)
摘要
Systems, methods, devices, and techniques for improving the efficiency of selecting digital components to present in electronic documents and reducing latency in rendering digital components in electronic documents. In some implementations, a content distribution system uses predicted metrics for a set of candidate components to determine items to present in an electronic document responsive to a request. A metric prediction model can generate predicted metrics with the aid of a parameter prediction sub-model that predicts a value of a non-observable parameter associated with a request for a digital component.
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关键词
Rendering (computer graphics),Electronic document,Data mining,Latency (engineering),Computer science,Observable,Implementation,Content distribution
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