公开(公告)号：US20240134904A1

公开(公告)日：2024-04-25

申请号：US18048766

申请日：2022-10-20

Applicant: Spotify AB

Inventor： Colin Patrick Fahy ,  Leila Catherine Siddique ,  Christopher Ciollaro ,  Matthew Budelman ,  Mark VanMiddlesworth ,  Stanislav Chekalin

IPC: G06F16/638 ,  G06F16/635 ,  G06F16/65 ,  G06F16/683

CPC classification number: G06F16/639 ,  G06F16/635 ,  G06F16/65 ,  G06F16/685

Abstract: The various implementations described herein include methods and devices for generating personalized playlists. In one aspect, a method includes obtaining information about recent media items presented to a user, the information including data about a respective time of day and day of week each media item was presented to the user. The method further includes grouping the recent media items into clusters based on time of day and day of week; and generating a recommendation vector using a weighted average of the clusters. The method also includes generating a playlist for the user by identifying a plurality of media items using the recommendation vector; and presenting the playlist to the user.

公开(公告)号：US12153625B2

公开(公告)日：2024-11-26

申请号：US18048003

申请日：2022-10-19

Applicant: Spotify AB

Inventor： Gustav Söderström ,  Sandra Kristina Hansson ,  Jason Allen Russell ,  Kelly Drecourt ,  Morgan Hecht ,  Simon Amor ,  Ajay Mathew Kalia ,  Jeremy Hopple ,  Jonathan Marmor ,  Bianca Capretta ,  Ingrid Maria Pettersson ,  Matthew Budelman ,  Björn Håkan Lindberg ,  Gabriella Maria Eleonora Ljunggren ,  Ian Alexander Vannest ,  Tim Olsson Wiklund ,  Gastón Montemayor Olaizola

IPC: G06F16/638 ,  G06F3/0482 ,  G06F3/0483 ,  G06F16/635 ,  G06F16/64 ,  G06F16/735 ,  G06F16/783

Abstract: An electronic device provides, to a user, a user-curated playlist, the user-curated playlist including an ordered set of media items that were added by the user. While providing a first media item in the ordered set of media items, the electronic device receives a first user input selecting an option to include recommended media items in the user-curated playlist. In response to the first user input, the electronic device updates the user-curated playlist to include a first recommended media item, the first recommended media item selected without user intervention based at least in part on attributes of the user-curated playlist. The first recommended media item is positioned in the user-curated playlist in between media items that were added to the ordered set of media items by the user.

公开(公告)号：US20240232255A9

公开(公告)日：2024-07-11

申请号：US18048766

申请日：2022-10-21

Applicant: Spotify AB

Inventor： Colin Patrick Fahy ,  Leila Catherine Siddique ,  Christopher Ciollaro ,  Matthew Budelman ,  Mark VanMiddlesworth ,  Stanislav Chekalin

IPC: G06F16/638 ,  G06F16/635 ,  G06F16/65 ,  G06F16/683

CPC classification number: G06F16/639 ,  G06F16/635 ,  G06F16/65 ,  G06F16/685

Abstract: The various implementations described herein include methods and devices for generating personalized playlists. In one aspect, a method includes obtaining information about recent media items presented to a user, the information including data about a respective time of day and day of week each media item was presented to the user. The method further includes grouping the recent media items into clusters based on time of day and day of week; and generating a recommendation vector using a weighted average of the clusters. The method also includes generating a playlist for the user by identifying a plurality of media items using the recommendation vector; and presenting the playlist to the user.

公开(公告)号：US11909797B2

公开(公告)日：2024-02-20

申请号：US17825996

申请日：2022-05-26

Applicant: Spotify AB

Inventor： Aaron Paul Harmon ,  Adam Shonkoff ,  Bradford Lage ,  Johanna Anderson Favole ,  Justin David Covington ,  Paul Lamere ,  Timothy Andrew Chagnon ,  Debra Lynn McDonald ,  Matthew Julian Seaton ,  Matthew Budelman ,  Scott Kagan

IPC: H04L65/613 ,  H04L65/1089

CPC classification number: H04L65/613 ,  H04L65/1089

Abstract: A method for personalizing media content for a user is provided. The method includes, at an electronic device, streaming a first media item from a first set of media items, the first set of media items compiled using a first recommendation hypothesis. The method further includes, while streaming the first media item, in response to a first user request, selecting, without user intervention, a second set of media items, distinct from the first set of media items, including determining a presentation order of a plurality of sets of media items using a heuristic applied to the plurality of sets of media items. The second set of media items is compiled using a second recommendation hypothesis, wherein the second recommendation hypothesis is distinct from the first recommendation hypothesis. The method includes streaming a second media item from the second set of media items.