The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 03, 2026
Filed:
Apr. 04, 2024
Spotify Ab, Stockholm, SE;
Lucas Maystre, London, GB;
Thomas Baldwin-Mcdonald, Sheffield, GB;
Mounia Lalmas-Roelleke, London, GB;
Daniel Russo, New York, NY (US);
Kamil Andrzej Ciosek, Luton, GB;
Tiffany Wu, New York, NY (US);
Germain Tanguy, Anglet, FR;
Spotify AB, Stockholm, SE;
Abstract
Systems and methods for optimizing selection of media content for long-term outcomes are provided. Observational data including intermediate outcomes from an observation period is combined with historical data to select media content based on estimated long-term outcomes at the end of an optimization period. As time passes, the observational data is updated with more intermediate outcomes, allowing more accurate estimates of long-term outcomes to be made. In an example, a predictive model trained using the historical data uses the observational data to estimate distributions of long-term outcomes. An action selector selects samples from the distributions and selects media content based on the samples.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile