MUMBAI, India, Feb. 13 -- Intellectual Property India has published a patent application (202641007429 A) filed by R. M. K. Engineering College, Chennai, Tamil Nadu, on Jan. 26, for 'intelligent cloud computing approach for profile-centric social media sentiment analysis using deep learning.'
Inventor(s) include Dr S. Anita.
The application for the patent was published on Feb. 13, under issue no. 07/2026.
According to the abstract released by the Intellectual Property India: "The present invention discloses an intelligent cloud computing approach for profile-centric social media sentiment analysis using deep learning techniques. The system, referred to as a Social Media Sentiments Calculus, is designed to perform real-time evaluation of public opinion derived from large-scale social media data streams. The invention computes sentiment values as numerical scores based on lexical item pairs analyzed within their local syntactic context. A polarity detection mechanism determines whether sentiments expressed in social media messages are positive, negative, or neutral, while a strength evaluation module assigns weighted intensity values to the identified lexical components. The deep learning-based computer-implemented method processes social media data associated with multiple user profiles across different platforms or venues. By correlating sentiment information with profile-specific interaction paths, the system identifies emerging real-time trends and sentiment patterns. The proposed cloud-based architecture ensures scalability, high availability, and efficient processing of large volumes of unstructured data, making the invention suitable for applications in financial forecasting, market intelligence, and public sentiment monitoring."
Disclaimer: Curated by HT Syndication.
