Patent · US Active

Methods and systems for session clustering based on user experience, behavior, and interactions

US10334073B2 · kind B2 · utility

16Cited by

1References

23Claims

0Family size

Assignee

Spotify AB · SE

Inventors

Clay Gibson · New York, US
Will Shapiro · New York, US
Santiago Gil · Portland, US
Ian Anderson · New York, US
Margreth Mpossi · Stamford, US
Oguz Semerci · New York, US
Scott Wolf · New York, US

Key dates

Filing date	Aug 21, 2017
Grant date	Jun 25, 2019
Priority date	—
Expiry date	Aug 21, 2037

Classification

Technology area (CPC H)Electricity
CPC primaryH04L67/535
WIPO fieldDigital communication
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.