Paras Begum, G. Arpitha (2026) “CogniRetail: A Contextual Semantic Inference Architecture for MultiResolution Consumer Opinion Intelligence ”, International Journal of AI Electrical Civil and Mechanical engineering, 2(3), pp. 69–76. doi:10.64751/gr090t69.