公开(公告)号：US11853306B2

公开(公告)日：2023-12-26

申请号：US16147058

申请日：2018-09-28

Applicant: Apple Inc.

Inventor： Jayasimha R. Katukuri ,  Peter Leong ,  Chandrasekar Venkataraman ,  Rabi S. Chakraborty ,  Hardik Vala

IPC: G06F16/48 ,  G06F16/9535 ,  G06F16/2457 ,  G06F8/60 ,  G06N20/00 ,  G06F16/28

CPC classification number: G06F16/24578 ,  G06F8/60 ,  G06F16/287 ,  G06F16/48 ,  G06F16/9535 ,  G06N20/00

Abstract: Disclosed herein is a technique for providing software application recommendations to a user of a computing device. The technique can include: (1) receiving, from the computing device, a request for at least one software application recommendation, (2) identifying, among a plurality of user profiles, a user profile associated with the user, (3) accessing a plurality of software application profiles (SAPs), wherein each SAP of the plurality of SAPs is associated with a respective software application managed by the server computing device, (4) analyzing the user profile against a subset of the plurality of SAPs to identify, among the respective software applications associated with the subset of the plurality of SAPs, at least one software application to recommend, (5) associating the at least one software application recommendation with the at least one software application, and (6) causing the computing device to display the at least one software application recommendation.

公开(公告)号：US10713703B2

公开(公告)日：2020-07-14

申请号：US15631386

申请日：2017-06-23

Applicant: Apple Inc.

Inventor： Tao Wang ,  Jayasimha R. Katukuri ,  Venkat Kranthi Chalasani ,  Venkatakrishnan S. Sundaranatha ,  Chandrasekar Venkataraman

IPC: G06F16/2457 ,  G06F16/9535 ,  G06F16/635 ,  G06F16/435 ,  G06F16/41 ,  G06Q30/06 ,  H04L29/08

Abstract: In some implementations, a computing device can improve diversity in media item recommendations. For example, the computing device can generate a satisfaction score representing an estimate of the amount satisfaction a user will experience when a candidate media item selected by the user is presented (e.g., played) by the system. The system can determine the difference in satisfaction scores for similar media items over time to determine the amount of satisfaction gained with a subsequent selection and presentation of similar candidate media items. The system can rank candidate media items based the satisfaction gain calculated for each candidate media item and select suggested media items to present to the user based on the candidate media items having the highest satisfaction gain. In some implementations, the computing device can generate satisfaction scores based on an adventurousness score calculated for the user.

公开(公告)号：US20160357864A1

公开(公告)日：2016-12-08

申请号：US14855019

申请日：2015-09-15

Applicant: Apple Inc.

Inventor： Chandrasekar Venkataraman ,  Taylor G. Carrigan ,  Thomas Alsina ,  Venkat Sundaranatha ,  Jayasimha R. Katukuri ,  Simon C. Janpanah ,  Rabi S. Chakraborty ,  Thomas S. Plagenhoef ,  Drew R. Domm ,  Mark Hilary Levy

IPC: G06F17/30 ,  G06F3/16 ,  G06F3/0481

CPC classification number: G06F16/639 ,  G06F16/29 ,  G06F16/68 ,  G06F16/9535 ,  G06Q30/0631

Abstract: The techniques utilize a user's recommendation data to choose a presentation template. Each presentation template includes a plurality of media asset slots, each of which is associated with a certain type of media asset. For example, each media asset slot generally may be assigned to a playlist, album, composer, or music video. Further, each of these general assignments may further specify that the playlist, album, composer, or music video be from a known artist, familiar artist, recommended artist, or unknown artist, for example. Once the appropriate presentation template has been chosen along with the recommended media content for each of the plurality of media asset slots, the media asset slots are associated with the selected media content. The presentation template is then utilized to generate a graphical user interface that may be delivered to the display of an electronic device for presentation to a user, where the order in which the recommended media content is presented via the graphical user interface corresponds to the order of the media asset slots of the chosen presentation template.

Abstract translation: 该技术利用用户的推荐数据来选择演示模板。 每个呈现模板包括多个媒体资产槽，每个媒体资源槽与特定类型的媒体资产相关联。 例如，每个媒体资产插槽通常可被分配给播放列表，专辑，作曲者或音乐视频。 此外，这些一般分配中的每一个可以进一步指定例如，播放列表，专辑，作曲家或音乐视频来自已知的艺术家，熟悉的艺术家，推荐的艺术家或未知艺术家。 一旦已经选择了合适的演示模板以及多个媒体资源时隙中的每一个的推荐的媒体内容，则媒体资源时隙与所选择的媒体内容相关联。 演示模板然后用于生成图形用户界面，该图形用户界面可以被传递到电子设备的显示器以呈现给用户，其中通过图形用户界面呈现推荐的媒体内容的顺序对应于 所选演示模板的媒体资源槽。

公开(公告)号：US11962854B2

公开(公告)日：2024-04-16

申请号：US17493796

申请日：2021-10-04

Applicant: Apple Inc.

Inventor： Evangelia Christakopoulou ,  Chandrasekar Venkataraman ,  Jayasimha R. Katukuri ,  Aravind Ragipindi ,  Moloud Shahbazi

IPC: H04N21/466 ,  H04N21/442 ,  H04N21/45

CPC classification number: H04N21/4661 ,  H04N21/44222 ,  H04N21/4532

Abstract: A device implementing the subject system may include at least one processor configured to obtain a first preference profile corresponding to a first user, a second preference profile corresponding to a second user, and a group preference profile corresponding to a user group that includes the first and second users. The at least one processor may be further configured to generate an aggregate preference profile based at least in part on the first preference profile, the second preference profile, and the group preference profile and to identify content items based at least in part on the aggregate preference profile. The at least one processor may be further configured to rank the content items and provide, for display on a content output device, at least one indication of at least one of the ranked content items as a recommendation for the user group.

公开(公告)号：US10664520B2

公开(公告)日：2020-05-26

申请号：US14855019

申请日：2015-09-15

Applicant: Apple Inc.

Inventor： Chandrasekar Venkataraman ,  Taylor G. Carrigan ,  Thomas Alsina ,  Venkat Sundaranatha ,  Jayasimha R. Katukuri ,  Simon C. Janpanah ,  Rabi S. Chakraborty ,  Thomas S. Plagenhoef ,  Drew R. Domm ,  Mark Hilary Levy

IPC: G06F16/638 ,  G06F16/29 ,  G06F16/68 ,  G06F16/9535 ,  G06Q30/06

Abstract: The techniques utilize a user's recommendation data to choose a presentation template. Each presentation template includes a plurality of media asset slots, each of which is associated with a certain type of media asset. For example, each media asset slot generally may be assigned to a playlist, album, composer, or music video. Further, each of these general assignments may further specify that the playlist, album, composer, or music video be from a known artist, familiar artist, recommended artist, or unknown artist, for example. Once the appropriate presentation template has been chosen along with the recommended media content for each of the plurality of media asset slots, the media asset slots are associated with the selected media content. The presentation template is then utilized to generate a graphical user interface that may be delivered to the display of an electronic device for presentation to a user, where the order in which the recommended media content is presented via the graphical user interface corresponds to the order of the media asset slots of the chosen presentation template.

公开(公告)号：US20180150897A1

公开(公告)日：2018-05-31

申请号：US15631386

申请日：2017-06-23

Applicant: Apple Inc.

Inventor： Tao Wang ,  Jayasimha R. Katukuri ,  Venkat Kranthi Chalasani ,  Venkatakrishnan S. Sundaranatha ,  Chandrasekar Venkataraman

IPC: G06Q30/06 ,  G06F17/30 ,  H04L29/08

CPC classification number: G06Q30/0631 ,  G06F16/24578 ,  G06F16/41 ,  G06F16/435 ,  G06F16/635 ,  G06F16/9535 ,  H04L67/306

Abstract: In some implementations, a computing device can improve diversity in media item recommendations. For example, the computing device can generate a satisfaction score representing an estimate of the amount satisfaction a user will experience when a candidate media item selected by the user is presented (e.g., played) by the system. The system can determine the difference in satisfaction scores for similar media items over time to determine the amount of satisfaction gained with a subsequent selection and presentation of similar candidate media items. The system can rank candidate media items based the satisfaction gain calculated for each candidate media item and select suggested media items to present to the user based on the candidate media items having the highest satisfaction gain. In some implementations, the computing device can generate satisfaction scores based on an adventurousness score calculated for the user.