MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202621044010 A) filed by Dipesh Ramdas Walte, Pune, Maharashtra, on April 6, for 'philosophy recommendation system.'

Inventor(s) include Dipesh Ramdas Walte; Sushma Rahul Vispute; Anusha Agarwal; Srushti Chavan; and Vasundhara Chile.

The application for the patent was published on May 29, under issue no. 22/2026.

According to the abstract released by the Intellectual Property India: "A computer-implemented philosophy recommendation system and method for generating personalized philosophical school recommendations through adaptive, data-driven decision frameworks. The system collects structured user responses via a dynamically selected questionnaire in which each question is associated with psychological traits, discriminative strength parameters, and multidimensional philosophical axes. As users respond, the system continuously updates an internal user profile by quantifying trait scores and conceptual orientations through weighted scoring functions that account for question discrimination strength and contextual relevance. Concurrently, each response contributes to a philosophy affinity vector derived from predefined mappings between question attributes and philosophical schools. Upon completion of the adaptive question sequence, the system computes similarity measures between the user's multidimensional profile vector and a plurality of stored philosophy profiles using normalized weighted aggregation, producing composite compatibility scores. The top-ranked philosophical schools are then recommended to the user based on these scores. The modular architecture enables real-time adaptive questioning, efficient information gain optimization, and fine-grained personalization, while permitting independent optimization of the questionnaire engine, scoring algorithm, and recommendation module."

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