Peloton Interactive, Inc. (20240404678). RECOMMENDATION SYSTEM FOR A CONNECTED FITNESS PLATFORM
RECOMMENDATION SYSTEM FOR A CONNECTED FITNESS PLATFORM
Organization Name
Inventor(s)
Shoya Yoshida of New York NY (US)
Nganba Meetei of New Providence NJ (US)
RECOMMENDATION SYSTEM FOR A CONNECTED FITNESS PLATFORM
This abstract first appeared for US patent application 20240404678 titled 'RECOMMENDATION SYSTEM FOR A CONNECTED FITNESS PLATFORM
Original Abstract Submitted
systems and methods that generate and perform class or content recommendations to users of a connected fitness platform are described. in some embodiments, the systems and methods may address a cold-start problem that often arises in connected fitness platforms, providing guidance to new users of the platform as they navigate through fitness content (of varying difficulty or experience levels) of the platform. the systems and methods introduce and adapt a transformer model to determine classes or content to recommend to new users of the platform.
