MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611064501 A) filed by Dr. Ranjeet Kaur on May 21, 2026, for Ai-Based Stock Market Prediction System.
Inventor includes Dr. Ranjeet Kaur.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention discloses an AI-based stock market prediction system (100) and method for real-time market analysis, predictive forecasting, and automated investment decision support. The system (100) comprises a data acquisition module (102) configured to collect financial data from stock exchanges, news platforms, social media networks, and historical repositories. A preprocessing and normalization module (104) processes structured and unstructured datasets, while a feature extraction engine (106) generates predictive indicators and sentiment parameters. An artificial intelligence prediction engine (108) utilizing machine learning and deep learning models predicts stock price movements, market trends, and volatility patterns. A sentiment analysis module (110) performs natural language processing on textual financial content to determine market sentiment. The system further includes a model training and adaptive learning module (112), a prediction generation module (114), and a visualization and user interface module (116) for generating investment recommendations and real-time predictive analytics. Refer to
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