Published Paper Details:

This research paper will represent the field of knowledge, giving a high value summary of Reasoning, with key issues and aims. The escalating curiosity to understand symbolic representation, with reasoning, brought their backstage functionalities into the forefront to precisely identify the technicality of subfields of KBS in GFPN and APN models of AI. This OR study is to encompass a complete array of problem-solving logics, methods and techniques in our pursuit to enhance decision making process and efficiency. It is to understand the application and implications of Knowledge representation scheme, which become useless without its capability to reason of basis with them. In 1960, Marvin Minsky, John McCarthy, Herbert Simon, and Allen Newell were simply enthusiastic in conducting AI research and wrote astonishing programs. Since that time, the basic knowledge, its representation and connected reasoning concepts have been examined, and debated by several philosophers of the early Greeks, and they are not yet completely demystified. KR is the main purpose in AI and cognitive science. Thereafter, we will analyze prevailing requirement of different systems, and the fundamental essence, gathered from the system, and find its need for the system. We will also discuss and implement project details, and eventually conclude by drawing the threads of experimental results for our future extension and needs.