Data is bombarding in every area of the industry and information gathered from the available data is the raw material for the online society. By the evolution of the telecom sector and various user-preferred applications, the internet has become inevitable. It, one of the huge technologies that are going to dominate the internet society, is the much expected technological evolution of this decade. Since everything is made online, all the activity happening & happened should be stored/retrieved in an efficient way. In this paper, we propose a decision process that has decision-making process and game theory along with a coding technique to acquire confident knowledge from the available data set in a secure way. Our mechanism is simulated and the results show a considerable improvement in the decision-making process. Also, analysis proves our algorithm is better in terms of quality parameters than the existing algorithms.