Fusion: Practice and Applications FPA 2692-4048 2770-0070 10.54216/FPA https://www.americaspg.com/journals/show/3377 2018 2018 Neutrosophic Methods and Linguistic Tools for Interpreting Human Perceptions in Complex Decision-Making Regional Autonomous University of Los Andes Ambato. Ecuador Wiem Wiem Regional Autonomous University of Los Andes Babahoyo. Ecuador Emver Nivela Ortega Regional Autonomous University of Los Andes Santo Domingo. Ecuador Kleber Eduardo Carrion Leon College of Engineering and Technology, American University of the Middle East, Egaila 54200, Kuwait Wiem Abdelbaki This study addresses a particular issue in relation to the disambiguation of human views, which remains critical in the current era that is the quest for suitable instruments that can cognize, simulate, and interpret the multilayered nature of the standpoint. Today, in contexts where a decision must be made that requires a synthesis of different and often-opposed points of view, such methods are very limited. This methodological gap focuses on the question where ways and means are lacking, which combine analytical accuracy and the flexibility of approaches for dealing with huge amounts of complex and unstructured information. To mitigate this problem, the study seeks for the application of neutrosophic methods and languages as a new approach for understanding human perceptions, which present a great deal of uncertainty. From the combined angles of neutrosophic logic and special linguistic devices, images from different practical situations are scrutinized. The results indicate that this method not only enhances the accuracy with which human subjectivity is simulated but also renders stronger analytical models for application in the area of organizational strategy, public policy formulation and even marketing research. In conclusion, this research extends new and significant methodological boundaries to the social and applied sciences and provides a useful approach to the problem of interpretation and decision-making in a multidimensional and time-changing society. 2024 2024 275 283 10.54216/FPA.160120 https://www.americaspg.com/articleinfo/3/show/3377