Intellectual Property India Publishes Patent Application for Automated Content Moderation Tool For Social Media Platforms Using Natural Language Processing And Machine Learning.

MUMBAI, India, Aug. 10 -- Intellectual Property India has published a patent application (202621058511 A) filed by Dr. Rupali Amit Bagate; Dr. A. Ugendhar; Koushik Reddy Chaganti; Mrs. K. Lakshmi; A. Hemantha Kumar; Thote Priyanka; Pagidipalle Shajahan; and Dr. G. Naga Rama Devi on May 08, 2026, for Automated Content Moderation Tool For Social Media Platforms Using Natural Language Processing And Machine Learning..

Inventors include Dr. Rupali Amit Bagate; Dr. A. Ugendhar; Koushik Reddy Chaganti; Mrs. K. Lakshmi; A. Hemantha Kumar; Thote Priyanka; Pagidipalle Shajahan; and Dr. G. Naga Rama Devi.

The application for the patent was published on July 31, 2026, under issue no. 31/2026.

Abstract: The present invention discloses an automated content moderation system configured to process user-generated content in real time using an integrated Natural Language Processing and machine learning framework. The system comprises a data ingestion module, a preprocessing engine configured to convert content into structured representations, and a contextual analysis module configured to extract semantic and linguistic features. A machine learning classification engine deployed on a distributed computing architecture processes the extracted features to generate probabilistic classification outputs corresponding to predefined moderation categories. A decision engine applies rule sets and threshold parameters to determine moderation actions. The system further includes a hardware optimization layer configured for memory caching, parallel execution, and dynamic resource allocation to reduce latency and improve throughput. A feedback module enables continuous model adaptation. Fig. 1

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