MUMBAI, India, June 19 -- Intellectual Property India has published a patent application (202617057574 A) filed by Sony Group Corporation on May 06, 2026, for Creation Of Homogeneous Sessions Using Machine Learning (ml) Model.
Inventors include Singh, Brijraj; Dabral, Sonal; and Onoe, Naoyuki.
The application for the patent was published on June 05, 2026, under issue no. 23/2026.
Abstract: An electronic device and a method for creation of homogeneous sessions using machine learning (ML) model is disclosed. The electronic device receives interaction information of a set of users for a set of items. The electronic device receives a textual description of each item. The electronic device determines an embedding vector associated with each item. The electronic device clusters the determined embedding vector. The electronic device applies a reinforcement learning model on the set of labels. The electronic device determines a set of session slots associated with the received interaction information of the set of users. The electronic device applies a sequential model on the set of session slots associated with the received interaction information of the set of users. The electronic device determines a set of recommended items for a user of the set of users. The electronic device renders the determined set of recommended items.
Disclaimer: Curated by HT Syndication.
