Personalized model threshold

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United States of America Patent

PATENT NO 11194877
SERIAL NO

16669198

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Abstract

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In an example the output of a machine learned model is a score is then compared to a threshold, and if the score transgresses the threshold, the corresponding item is available to be recommended to the user via the graphical user interface. In an example embodiment, rather than a fixed (static) threshold, a dynamic threshold is utilized. This dynamic threshold is based on a harmonic mean of probabilities utilized in the GLMix model. Specifically, the GLMix model may calculate and utilize the probability that a user will engage with a particular item via a graphical user interface, and also a probability that a user will dismiss a particular item via a graphical user interface.

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Patent Owner(s)

  • MICROSOFT TECHNOLOGY LICENSING, LLC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Duan, Qing Santa Clara, US 34 55
Wang, Xiaoqing San Jose, US 42 64
Xu, Junrui Fremont, US 9 23
Zhang, Xiaowen San Francisco, US 63 99

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