Best Way to Develop a New Methodology from a Base Paper
Best Way to Develop a New Methodology from a Base Paper Best Way to Develop a New Methodology from a Base Paper Developing a new methodology from a base paper is a key skill in research. A base paper provides an existing solution to a research problem, and a new methodology is created by improving, modifying, or extending that solution. The goal is not to copy the method, but to create a better or more suitable approach that adds novelty and research value. The first step is to thoroughly understand the base paper’s methodology. This includes knowing the algorithm, system design, data flow, assumptions, and evaluation method. Without fully understanding the original method, it is impossible to design a meaningful improvement. The next step is to identify weaknesses in the existing methodology. These weaknesses may include low accuracy, high computation cost, limited dataset usage, unrealistic assumptions, lack of optimization, or absence of real-world validation. Each...