AD AUCTION OPTIMIZATION
First Claim
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1. A system for ad auction optimization comprising:
- an estimation and prediction module configured to receive information and use machine logic on the information to estimate a likelihood a consumer will purchase an advertised item, the estimation and prediction module being further configured to output estimation and prediction module information; and
an optimization module configured to receive estimation and prediction module information from the estimation and prediction module and other information and use machine logic on the received information to determine a bid amount for a keyword in an auction, wherein the optimization module includes a single-day optimizer and a multi-day optimizer and the optimization module balances short-term and long-term goals in making such determination.
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Abstract
The present disclosure generally relates to ad auction optimization. In some examples, methods, systems, and computer programs for ad auction optimization using machine learning algorithms to estimate a likelihood that a consumer will purchase an advertised product and balance long term and short term goals to determine modeled data for a keyword in an auction are described.
36 Citations
19 Claims
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1. A system for ad auction optimization comprising:
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an estimation and prediction module configured to receive information and use machine logic on the information to estimate a likelihood a consumer will purchase an advertised item, the estimation and prediction module being further configured to output estimation and prediction module information; and an optimization module configured to receive estimation and prediction module information from the estimation and prediction module and other information and use machine logic on the received information to determine a bid amount for a keyword in an auction, wherein the optimization module includes a single-day optimizer and a multi-day optimizer and the optimization module balances short-term and long-term goals in making such determination. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18)
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11. A method for ad auction optimization comprising:
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estimating a likelihood that a consumer will purchase an advertised product, such estimating being performed by an estimation and prediction module; using the estimated likelihood that a consumer will purchase and balancing short term and long term goals using a multi-day optimizer and a single-day optimizer of an optimization module; determining modeled data for a keyword in an auction based on the balancing of the short term and long term goals, such determining being performed by an optimization module.
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19. A computer accessible medium having stored thereon computer executable instructions, which, when executed by a computing device, operably enable the computing device to perform a procedure for ad auction optimization comprising:
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estimating a likelihood that a consumer will purchase an advertised product, such estimating being performed by an estimation and prediction module; using the estimated likelihood that a consumer will purchase and balancing short term and long term goals using a multi-day optimizer and a single-day optimizer of an optimization module; determining modeled data for a keyword in an auction based on the balancing of the short term and long term goals, such determining being performed by an optimization module.
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Specification