Invention Grant
- Patent Title: Selecting assets
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Application No.: US15215922Application Date: 2016-07-21
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Publication No.: US11019177B2Publication Date: 2021-05-25
- Inventor: Leif Erik Foged , Shaun Patric Allison
- Applicant: Facebook, Inc.
- Applicant Address: US CA Menlo Park
- Assignee: Facebook, Inc.
- Current Assignee: Facebook, Inc.
- Current Assignee Address: US CA Menlo Park
- Agency: Baker Botts L.L.P.
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06N5/02 ; G06N3/04 ; G06N3/08 ; H04L29/08

Abstract:
In one embodiments, one or more computer systems receive, from a client device of a user, a request to access content. The computer systems access a plurality of assets representing the content. The computer devices calculate, for each asset, using a deep-learning model, a probability of an interaction by the user upon providing the asset to the user, wherein the deep-learning model is based at least in part on one or more features associated with the user, the asset, or the content. The computer devices selects one of the assets based on the probability. The computer devices send, to the client device, the selected asset.
Public/Granted literature
- US20180027092A1 SELECTING ASSETS Public/Granted day:2018-01-25
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