公开(公告)号：US10334073B2

公开(公告)日：2019-06-25

申请号：US15682391

申请日：2017-08-21

Applicant: Spotify AB

Inventor： Clay Gibson ,  Will Shapiro ,  Santiago Gil ,  Ian Anderson ,  Margreth Mpossi ,  Oguz Semerci ,  Scott Wolf

IPC: H04L29/08 ,  G06N20/00

Abstract: A server system divides respective groups of a plurality of groups of sessions for multiple users of the media-providing service into respective pluralities of clusters. The server system tracks user interaction with a client device during a user session and identifies the user session as belonging to a first cluster of the pluralities of clusters based at least in part on the user interaction. The server system personalizes content for the user session using one or more content criteria associated with the first cluster, in accordance with identifying that the user session belongs to the first cluster.

公开(公告)号：US20180248965A1

公开(公告)日：2018-08-30

申请号：US15684841

申请日：2017-08-23

Applicant: Spotify AB

Inventor： Clay Gibson ,  Will Shapiro ,  Santiago Gil ,  Ian Anderson ,  Margreth Mpossi ,  Oguz Semerci ,  Scott Wolf

IPC: H04L29/08 ,  H04L29/06

CPC classification number: H04L67/22 ,  G06F16/435 ,  G06F16/635 ,  H04L65/4069 ,  H04L67/18 ,  H04L67/42

Abstract: An electronic device accesses a listening history of a user of a media-providing service, and for each characteristic of a set of characteristics describing tracks provided by the media-providing service, determines a measure of divergence with respect to listening contexts for the listening history of the user. The electronic device identifies a characteristic that has a respective measure of divergence that satisfies a threshold indicative of a lack of uniformity in the listening history with respect to the listening contexts. The electronic device determines a representative value of the identified characteristic for a listening context corresponding to a current listening context of the user. The electronic device provides personalized content to a client device of the user based on the current listening context and representative value of the identified characteristic.

公开(公告)号：US20180246961A1

公开(公告)日：2018-08-30

申请号：US15696964

申请日：2017-09-06

Applicant: Spotify AB

Inventor： Clay Gibson ,  Will Shapiro ,  Santiago Gil ,  Ian Anderson ,  Margreth Mpossi ,  Oguz Semerci ,  Scott Wolf ,  Benjamin Lacker

IPC: G06F17/30

CPC classification number: G06F3/165 ,  G06F17/3053 ,  G06F17/30761 ,  G06F17/30772 ,  G10H2240/131 ,  H04L65/4069 ,  H04L65/60 ,  H04L65/602 ,  H04L67/22 ,  H04L67/306 ,  H04N21/2407 ,  H04N21/25891 ,  H04N21/26258

Abstract: An electronic device is associated with a media-providing service. The electronic has one or more processors and memory storing instructions for execution by the one or more processors. For each track of a plurality of tracks consumed by a user of the media-providing service, the electronic device determines, based on a listening history of the user with the media-providing service, whether the track has previously been consumed by the user. The electronic device determines, for the user, a discovery score based on a number of the plurality of tracks determined to not have been previously consumed by the user. The electronic device provides personalized content to the user based on the discovery score.

公开(公告)号：US10033474B1

公开(公告)日：2018-07-24

申请号：US15663586

申请日：2017-07-28

Applicant: SPOTIFY AB

Inventor： Clay Gibson ,  Santiago Gil ,  Ian Anderson ,  Oguz Semerci ,  Scott Wolf ,  Margreth Mpossi

IPC: G06F21/10 ,  H04H60/45 ,  H04H60/33 ,  G06F17/30 ,  H04H60/40

Abstract: A server system accesses a listening history of a user of the media-providing service, where the user is in a demographic group. For each track of a plurality of tracks in the listening history of the user, the server system calculates a first metric based at least in part on an affinity of members of the demographic group, as compared to members of other demographic groups, for the track. The server system averages the first metrics for the plurality of tracks in the listening history of the user to determine a second metric. In accordance with a determination that the second metric satisfies a threshold, the server system selects content for the user and provides the selected content to a client device associated with the user.