Click prediction using bin counting

US9104960B2 · US · B2

Patent metadata
FieldValue
Publication numberUS-9104960-B2
Application numberUS-201113163857-A
CountryUS
Kind codeB2
Filing dateJun 20, 2011
Priority dateJun 20, 2011
Publication dateAug 11, 2015
Grant dateAug 11, 2015

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Abstract

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Methods, systems, and computer-storage media having computer-usable instructions embodied thereon for calculating event probabilities are provided. The event may be a click probability. Event probabilities are calculated using a system optimized for runtime model accuracy with an operable learning algorithm. Bin counting techniques are used to calculate event probabilities based on a count of event occurrences and non-event occurrences. Linear parameters, such and counts of clicks and non-clicks, may also be used in the system to allow for runtime adjustments.

First claim

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What is claimed is: 1. One or more computer storage media devices storing computer-useable instructions that, when used by one or more computing devices cause the one or more computing devices to perform a method for calculating event probabilities using linear trainable parameters that capture relationships and concepts that are regularly updatable for a quick incorporation of new data, the method comprising: identifying a request to calculate an event probability, wherein the ev…

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What does patent US9104960B2 cover?
Methods, systems, and computer-storage media having computer-usable instructions embodied thereon for calculating event probabilities are provided. The event may be a click probability. Event probabilities are calculated using a system optimized for runtime model accuracy with an operable learning algorithm. Bin counting techniques are used to calculate event probabilities based on a count of e…
Who is the assignee on this patent?
Bottou Leon, Chellapilla Kumar, Simard Patrice Y, and 2 more
What technology area does this patent fall under?
Primary CPC classification G06Q30/0242. Mapped technology areas include Physics.
When was this patent published?
Publication date Tue Aug 11 2015 00:00:00 GMT+0000 (Coordinated Universal Time) (B2). Legal status and post-grant events are not shown on this page.
What related patents are in patentsdb?
We list 8 related publications on this page (citations in our corpus or others sharing the same primary CPC).