公开(公告)号：US10108983B2

公开(公告)日：2018-10-23

申请号：US14986675

申请日：2016-01-02

Applicant: Facebook, Inc.

Inventor： Nathan John Davis ,  Chinmay Deepak Karande ,  David Rael Abelman ,  Robert Oliver Burns Zeldin

IPC: G06Q30/00 ,  G06Q30/02 ,  H04L29/08 ,  G06F17/30

Abstract: An online system selects content items for a user to increase probabilities of the user remembering the content items after presentation. The online system generates one or more models based on information describing amounts of time users have viewed previously presented content items. Hence, a model associated with a user predicts an amount of time the user will view a content item. When selecting content items for the user, the online system selects one or more content items that the user is predicted to view for an amount of time within a specific range, which may be based on amounts of times other users have viewed the content item or content items similar to the content item. For example, the online system increases a probability of selecting a content item the user is predicted to view for an amount of time within the specific range.

公开(公告)号：US10755311B1

公开(公告)日：2020-08-25

申请号：US16133613

申请日：2018-09-17

Applicant: Facebook, Inc.

Inventor： Nathan John Davis ,  Chinmay Deepak Karande ,  David Rael Abelman ,  Robert Oliver Burns Zeldin

IPC: G06Q30/00 ,  G06Q30/02 ,  H04L29/08 ,  G06F16/9535

Abstract: An online system selects content items for a user to increase probabilities of the user remembering the content items after presentation. The online system generates one or more models based on information describing amounts of time users have viewed previously presented content items. Hence, a model associated with a user predicts an amount of time the user will view a content item. When selecting content items for the user, the online system selects one or more content items that the user is predicted to view for an amount of time within a specific range, which may be based on amounts of times other users have viewed the content item or content items similar to the content item. For example, the online system increases a probability of selecting a content item the user is predicted to view for an amount of time within the specific range.

公开(公告)号：US20170193555A1

公开(公告)日：2017-07-06

申请号：US14986675

申请日：2016-01-02

Applicant: Facebook, Inc.

Inventor： Nathan John Davis ,  Chinmay Deepak Karande ,  David Rael Abelman ,  Robert Oliver Burns Zeldin

IPC: G06Q30/02 ,  G06F17/30 ,  H04L29/08

CPC classification number: G06Q30/0264 ,  G06F17/30867 ,  H04L67/10 ,  H04L67/22 ,  H04L67/306

Abstract: An online system selects content items for a user to increase probabilities of the user remembering the content items after presentation. The online system generates one or more models based on information describing amounts of time users have viewed previously presented content items. Hence, a model associated with a user predicts an amount of time the user will view a content item. When selecting content items for the user, the online system selects one or more content items that the user is predicted to view for an amount of time within a specific range, which may be based on amounts of times other users have viewed the content item or content items similar to the content item. For example, the online system increases a probability of selecting a content item the user is predicted to view for an amount of time within the specific range.