AD PERFORMANCE OPTIMIZATION FOR RICH MEDIA CONTENT
First Claim
1. A method for optimizing performance of advertisements, the method comprising:
- determining a content bucket for target rich media content, the content bucket including a plurality of rich media content pieces;
determining an ad bucket in a plurality of ad buckets based on performance data for ads in the ad bucket as applied to features for the content bucket, the ad bucket including a plurality of advertisements; and
determining an advertisement in the plurality of advertisements in the ad bucket to render with the target rich media content based on the performance data for the plurality of advertisements.
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Abstract
In one embodiment, a method for optimizing advertisement performance is provided. In one embodiment, advertisements may be clustered together into different buckets of advertisements. Rich media content may also be clustered together. A performance model may then be generated that is based on previous performance of ads with content. The performance data may be used to predict which ads may provide the best performance when shown with a target piece of content that is going to be displayed. Particular embodiments use performance data for advertisements in an ad bucket to determine which ad bucket out of multiple ad buckets may provide the best performance for a content bucket that includes the target content. The ad bucket includes a plurality of ads and the method determines which ad should be displayed with the target content. In one embodiment, performance data is used to determine which ad to display.
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Citations
20 Claims
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1. A method for optimizing performance of advertisements, the method comprising:
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determining a content bucket for target rich media content, the content bucket including a plurality of rich media content pieces; determining an ad bucket in a plurality of ad buckets based on performance data for ads in the ad bucket as applied to features for the content bucket, the ad bucket including a plurality of advertisements; and determining an advertisement in the plurality of advertisements in the ad bucket to render with the target rich media content based on the performance data for the plurality of advertisements. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. An apparatus configured to optimize performance of advertisements comprising:
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one or more processors; and logic encoded in one or more tangible media for execution by the one or more processors and when executed operable to; determine a content bucket for target rich media content, the content bucket including a plurality of rich media content pieces; determine an ad bucket in a plurality of ad buckets based on performance data for ads in the ad bucket as applied to features for the content bucket, the ad bucket including a plurality of advertisements; and determine an advertisement in the plurality of advertisements in the ad bucket to render with the target rich media content based on the performance data for the plurality of advertisements. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. An apparatus configured to optimize performance of advertisements, the method comprising:
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means for determining a content bucket for target rich media content, the content bucket including a plurality of rich media content pieces; means for determining an ad bucket in a plurality of ad buckets based on performance data for ads in the ad bucket as applied to features for the content bucket, the ad bucket including a plurality of advertisements; and means for determining an advertisement in the plurality of advertisements in the ad bucket to render with the target rich media content based on the performance data for the plurality of advertisements. - View Dependent Claims (20)
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Specification