Patents by Inventor Pern Piao Calvin Soh

Pern Piao Calvin Soh has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20190362220
    Abstract: Methods, systems, and media for providing a user vector including a plurality of user attributes, each user attribute having a value assigned thereto, the user vector being representative of a user, determining a user latent vector by processing the user vector through an attribute embedding look-up, and an attention layer, and for each item in a set of items: providing an item vector including a plurality of item attributes, each item attribute having a value assigned thereto, the item vector being specific to an item in the set of items, determining an item latent vector by processing the item vector through the attribute embedding look-up, and the attention layer, and processing the user and item latent vectors through connected layers to extract higher order features, and learn relationships between the user, and the item, and to provide a user-item score that represents a compatibility between the user and the item.
    Type: Application
    Filed: May 25, 2018
    Publication date: November 28, 2019
    Inventors: Benjamin Yan Han Yap, Qi Chen, Azad Mohammed Moosa Akbar, Abhijeet Bhanjadeo, Pern Piao Calvin Soh, Madhur Mayank Sharma, Aniket Vasudeo Gadre