Decision support systems is an academic concept and field of study concerned with the design, development, and implementation of computer-based systems intended to assist human decision-makers. This research area investigates how to integrate data, analytical models, and interactive interfaces to enhance the effectiveness of decision-making processes, particularly in semi-structured or unstructured problem domains, thereby improving the quality and efficiency of decisions across diverse applications.