公开(公告)号：US10705859B2

公开(公告)日：2020-07-07

申请号：US15391562

申请日：2016-12-27

Applicant: Facebook, Inc.

Inventor： Pravin Paratey ,  Aliasgar Mumtaz Husain

IPC: G06Q30/02 ,  H04N21/414 ,  H04N21/41 ,  H04N21/81 ,  G06F9/451 ,  G06F3/01 ,  G06F8/38 ,  G06F9/445

Abstract: An online system customizes content items to be displayed on electronic displays. The electronic displays may be located at a venue with a large amount of foot traffic from users such as a park, airport, restaurant, shopping center, or airport. The system receives information from an electronic display describing users in vicinity of, or interacting with, the electronic display. For instance, the electronic display receives information from client devices of the users or by using sensors such as a camera that captures images of the users. Additionally, the system may receive interaction data generated by a touchscreen device of the electronic display. Based on the received information, the online system can select content items that are customized based on the interests of the users. The online system can also provide customized content items for display on a user's client device based on the user's interaction with an electronic display.

公开(公告)号：US20190188740A1

公开(公告)日：2019-06-20

申请号：US15849364

申请日：2017-12-20

Applicant: Facebook, Inc.

Inventor： Hongzheng Xiong ,  Pravin Paratey ,  Brian Rosenthal ,  Abhishek Agarwal ,  Daniel Kristopher Harvey ,  Damien Lefortier

IPC: G06Q30/02 ,  H04L29/08 ,  G06F15/18

CPC classification number: G06Q30/0203 ,  G06N20/00 ,  G06Q30/0201 ,  G06Q30/0254 ,  H04L67/306

Abstract: An online system displays a first set of content items to a user of a test group and displays a second set of content items to a user of a control group. The online system presents a poll to each user to evaluate the user's recall of the content item associated with the poll. The online system receives a poll response from each user, which is input, along with a set of features associated each user, into a prediction model. The prediction model enables the online system to determine a poll response prediction of a third user based on a set of features associated with the third user. The poll response prediction enables the online system to determine if it would be effective to present the content item to the third user.

公开(公告)号：US20180181412A1

公开(公告)日：2018-06-28

申请号：US15391562

申请日：2016-12-27

Applicant: Facebook, Inc.

Inventor： Pravin Paratey ,  Aliasgar Mumtaz Husain

IPC: G06F9/44 ,  G06K9/00 ,  G06F3/0484 ,  G06Q30/02

Abstract: An online system customizes content items to be displayed on electronic displays. The electronic displays may be located at a venue with a large amount of foot traffic from users such as a park, airport, restaurant, shopping center, or airport. The system receives information from an electronic display describing users in vicinity of, or interacting with, the electronic display. For instance, the electronic display receives information from client devices of the users or by using sensors such as a camera that captures images of the users. Additionally, the system may receive interaction data generated by a touchscreen device of the electronic display. Based on the received information, the online system can select content items that are customized based on the interests of the users. The online system can also provide customized content items for display on a user's client device based on the user's interaction with an electronic display.