ONLINE SEARCH ADVERTISING AUCTION BID DETERMINATION TOOLS AND TECHNIQUES

摘要

A machine-controlled method can include estimating expected conversion rates for ads by applying an estimated conversion rate statistical model to each ad, estimating an expected AOV for each ad by applying an estimated AOV statistical model to each ad, applying an inference algorithm, and determining auction bids based on the estimated expected conversion rate and the estimated expected AOV for the ads.