US Patent Issued to Life Spectacular on May 13 for "Generating skincare product recommendations for a user based on skincare product attributes and user location and demographic data" (California Inventors)

ALEXANDRIA, Va., June 12 -- United States Patent no. 12,299,724, issued on May 13, was assigned to Life Spectacular Inc. (South San Francisco, Calif.).

"Generating skincare product recommendations for a user based on skincare product attributes and user location and demographic data" was invented by Zaoshi Amy Yuan (San Francisco) and Ming S. Zhao (San Francisco).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for generating user-specific recommendations of products or services by collaborative filtering executed and/or performed by one or more trained or untrained predictive models configured to ingest product attribute(s), product purpose(s), user location data, and/or user demographics. ...