MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611065068 A) filed by Greater Noida Institute Of Technology Engineering Institute on May 23, 2026, for Natural-Language Processing System For Classifying College Feedback And Generating Administrative Insight Summaries.
Inventors include Bokhare Sudhir Arjun; Dr. Sanjay Pachauri; Dr. Isharat Ali; Devansh Sharma; Gourav; Kushagra Choudhary; Mayank; Mohd Adnan; Mohd Hussain Zaidi; Himanshu Kumar Sah; Om Prakash Dubey; and Garvdeep Singh.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: Abstract A college feedback sentiment analysis system is disclosed for natural language processing for educational feedback analysis. The system receives student comments, survey responses, review text, ratings and optional department or course identifiers from students, feedback forms, administrators and review dashboards through an input interface. A conditioning portion prepares the received input by filtering, normalizing, parsing, segmenting or otherwise converting the input into a structured representation suited to the particular processing task. A decision portion then cleans review text, removes irrelevant symbols, generates numerical features, classifies feedback as positive or negative and groups results into trend summaries. The system generates sentiment labels, satisfaction indicators, negative-feedback clusters, model performance metrics and administrative reports through an output interface and stores a corresponding processing record. The arrangement links acquisition, conditioning, decision processing and output generation in one operative chain, because each review is converted into the same feature representation before sentiment classification is performed. Dated 13 May 2026 Kumar Tushar Srivastava IN/PA- 3973 Agent for the Applicant
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