The combination weighting approach in multiple attribute decision making helps to improve how we assign importance to different factors. By using a method called "improved AHP-entropy," this approach combines subjective and objective weightings to better evaluate research projects. The results show that this method can correct the weights obtained from subjective and objective methods, leading to more accurate decision-making.