Intellectual Property India Publishes Patent Application for 'Intelligent Dropout Prediction And Counselling System' Filed by Lovely Professional University

MUMBAI, India, Jan. 7 -- Intellectual Property India has published a patent application (202511104223 A) filed by Lovely Professional University, Phagwara, Punjab, on Oct. 29, 2025, for 'intelligent dropout prediction and counselling system.'

Inventor(s) include Aswathi P; Parvathi Pradeep; Pratyush Ranjan; Shivam Singh; Tamanna Kapil; Yash Khandelwal; and Ashu.

The application for the patent was published on Dec. 12, under issue no. 50/2025.

According to the abstract released by the Intellectual Property India: "The invention discloses an intelligent dropout prediction and counselling system (100) configured to predict student dropout risk and recommend personalized interventions. The system includes a data integration module (102), a hybrid decision engine (104), an explainability and trust module (106), a counselling and intervention layer (108), and a monitoring dashboard (110). The invention employs AI-based predictive models with explainable outputs and personalized support mechanisms to reduce dropout rates. The system (100) ensures privacy, fairness, and engagement while providing a transparent and ethical solution for proactive student retention management."

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