公开(公告)号：US20160299906A1

公开(公告)日：2016-10-13

申请号：US14684063

申请日：2015-04-10

Applicant: Apple Inc.

Inventor： Daniel Cartoon ,  Mark H. Levy

IPC: G06F17/30

CPC classification number: G06F17/30053

Abstract: User created playlists can be analyzed to create a statistical language model indicating the likelihood that a particular sequence of content attributes will be found in a playlist created by a user, as well as the likelihood of any sequence of one or more content attributes following a playlist or partial playlist created by a user. The language model can be used to generate a recommended content attribute sequence based on a partial playlist of one or more content items. A recommended content item sequence that will be pleasant to a user when added to the partial playlist can be selected based on the recommended content attribute sequence.

Abstract translation: 可以分析用户创建的播放列表以创建统计语言模型，指示在用户创建的播放列表中将找到特定的内容属性序列的可能性，以及播放列表之后的一个或多个内容属性的任何序列的可能性 或由用户创建的部分播放列表。 语言模型可以用于基于一个或多个内容项的部分播放列表生成推荐的内容属性序列。 可以基于推荐的内容属性序列来选择在添加到部分播放列表时对于用户而言愉快的推荐内容项序列。

公开(公告)号：US12039225B2

公开(公告)日：2024-07-16

申请号：US17652783

申请日：2022-02-28

Applicant: Apple Inc.

Inventor： Thomas Alsina ,  Arvind S. Shenoy ,  Daniel Cartoon ,  Jeffrey L. Robbin ,  Mark Levy

IPC: G06F3/16

CPC classification number: G06F3/165

Abstract: A content management system and/or client device can enable a user to initiate a quick play mode where a content category and content medium are selected for the user. A client device and/or a content management system can select a content medium for a user based on one or more factors, such as the content category. Certain content categories of content can be preferably delivered in certain content mediums. In some embodiments, a content management system and/or client device can select a content medium for a user based on contextual data gathered from the user. Contextual data can be data describing the user's current state and/or environment. For example, contextual data can include data such as the time of day, geographic location, etc.

公开(公告)号：US20230376760A1

公开(公告)日：2023-11-23

申请号：US18307404

申请日：2023-04-26

Applicant: Apple Inc.

Inventor： Mark H. Levy ,  Jan Markus Harrie Van Balen ,  Arvind S. Shenoy ,  Matthias Mauch ,  Daniel Cartoon

IPC: G06N3/08 ,  G06N20/00 ,  G06F16/438 ,  G06F16/44 ,  G06V20/40 ,  G06F18/21 ,  G06F18/2413 ,  G06N3/045 ,  G06V10/82

CPC classification number: G06N3/08 ,  G06N20/00 ,  G06F16/4387 ,  G06F16/44 ,  G06V20/41 ,  G06F18/2178 ,  G06F18/24143 ,  G06N3/045 ,  G06V10/82

Abstract: The present technology pertains to steering a playlisting service toward media items that are likely to receive positive feedback from a user operating a client device. The present technology permits a request to play media items without requiring an input context. A playlist service can begin to receive feedback on the playback of the media items and the received playback can be utilized by a steering service in response to a steering request to identify media items for playback that are likely to receive positive feedback based on the feedback received on a sequence of previously played media items.

公开(公告)号：US20220382766A1

公开(公告)日：2022-12-01

申请号：US17661635

申请日：2022-05-02

Applicant: Apple Inc.

Inventor： Nathaniel B. Chapman ,  Patrick H. Kelly ,  Eric Circlaeys ,  Kevin Bessiere ,  Brian J. Rogosky ,  Alfredo Ramos-Alvarez ,  Bruno J. Conejo ,  Matthias Mauch ,  Hao Yang ,  Bruno Di Giorgi ,  Jeremy P. Bogle ,  Zachary H. Smith ,  Betim Deva ,  Daniel Cartoon ,  Neil C. Foley ,  Menelaos D. Kokolios ,  Lewis Kaneshiro ,  Jorge A. Herrera Soto ,  James E. Hewitt ,  Casey W. Baker ,  Alexa Rockwell ,  Alexis H. Durocher ,  Trevor M. Slaton ,  Cristina N. Smith

IPC: G06F16/2457 ,  G06N5/02

Abstract: Techniques for suggesting media assets, the technique including: requesting a set of candidate media assets for a set of user media items based on a knowledge graph metadata network describing the set of user media items; receiving metadata for the set of candidate media assets; determining one or more sets of ranked media assets based on the received metadata; and outputting the determined one or more sets of ranked media assets.

公开(公告)号：US20210256056A1

公开(公告)日：2021-08-19

申请号：US17188858

申请日：2021-03-01

Applicant: Apple Inc.

Inventor： Mark H. Levy ,  Arvind S. Shenoy ,  Matthias Mauch ,  Daniel Cartoon

IPC: G06F16/683 ,  G06N3/08 ,  G06F16/635 ,  G06F16/638 ,  G06N3/04

Abstract: The present technology pertains to automatically context labeling media items with relevant contexts, and further for algorithmically generating high quality playlists built around a context that are personalized to a profile of an account. This is accomplished by combining data from observed playlists, and data representing intrinsic properties of media items to predict contexts for media items.

公开(公告)号：US20200004495A1

公开(公告)日：2020-01-02

申请号：US16454668

申请日：2019-06-27

Applicant: Apple Inc.

Inventor： Bekir B. Dundar ,  Arvind S. Shenoy ,  Daniel Cartoon ,  Denise L. Chen ,  Drew R. Domm ,  Fredric R. Vinna ,  Mark H. Levy ,  Paul C. Irvine ,  Priyo Mustafi ,  Thomas Alsina ,  Erik Lindholm ,  Uli M. Schoberl

IPC: G06F3/16 ,  H04L29/08 ,  G06F3/0482 ,  G06F16/638 ,  G06F16/2457

Abstract: Generating a customized playlist may include identifying a user account for which a playlist is to be generated, where the user account is associated with a user listening history, a taste profile, and a social profile, identifying one or more friend accounts linked to the user account based on the social profile, obtaining an indication of a plurality of songs associated with one or more of the friend accounts, determining a listening history for the one or more plurality of songs based on the friend accounts, obtaining a subset of the plurality of songs based on the listening history of the plurality of songs, and generating a playlist from the subset of the plurality of songs.

公开(公告)号：US20160357506A1

公开(公告)日：2016-12-08

申请号：US14869635

申请日：2015-09-29

Applicant: APPLE INC.

Inventor： Thomas Alsina ,  Arvind S. Shenoy ,  Daniel Cartoon ,  Jeffrey L. Robbin ,  Mark Levy

IPC: G06F3/16

CPC classification number: G06F3/165

Abstract: A content management system and/or client device can enable a user to initiate a quick play mode where a content category and content medium are selected for the user. A client device and/or a content management system can select a content medium for a user based on one or more factors, such as the content category. Certain content categories of content can be preferably delivered in certain content mediums. In some embodiments, a content management system and/or client device can select a content medium for a user based on contextual data gathered from the user. Contextual data can be data describing the user's current state and/or environment. For example, contextual data can include data such as the time of day, geographic location, etc.

Abstract translation: 内容管理系统和/或客户端设备可以使得用户能够发起为用户选择内容类别和内容媒体的快速播放模式。 客户端设备和/或内容管理系统可以基于一个或多个因素（诸如内容类别）为用户选择内容媒体。 某些内容类别的内容可以优选地在某些内容媒体中传送。 在一些实施例中，内容管理系统和/或客户端设备可以基于从用户收集的上下文数据为用户选择内容媒体。 上下文数据可以是描述用户当前状态和/或环境的数据。 例如，上下文数据可以包括诸如时间，地理位置等的数据。