Intellectual Property India Publishes Patent Application for Synthetic Markov Chain Pre-Trained Transformer System With Adaptive Input Adaptor For Sequential Recommendation

MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611064581 A) filed by Noida Institute Of Engineering And Technology Niet on May 22, 2026, for Synthetic Markov Chain Pre-Trained Transformer System With Adaptive Input Adaptor For Sequential Recommendation.

Inventors include Dr. Sanna Mehraj Kak; and Himanshu Pabbi.

The application for the patent was published on July 17, 2026, under issue no. 29/2026.

Abstract: The present invention provides a Markovian pre-trained transformer system (100) for sequential next-item recommendation addressing the problem of domain-specific retraining requirements and cross-domain transfer limitations in existing recommendation models arising from heterogeneous inte...