A Q VALUE LEARNING ALGORITHM FOR E-COMMERCE WEB APPLICATIONS

Rayaguru Akshaya Kumar Das

Abstract


The rapid growth of e-commerce brings itself new innovative technologies and algorithm to predict the user behaviour and suggest product accordingly. Increasing the QoS  is a major challenge in e-commerce sites. This paper considers the browsing pattern of a user in the current session by analyzing the click stream this helps to determines the section the user interested in and accordingly suggests the products of a particular category.  An algorithm using the MDP is suggested which analyzes the click stream to determine the user need thereby contributing improvement of QoS.

Keywords: E-Commerce, QoS, MDP, response time, MDP, Q value


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