aspg-3-2452-1791419241 20261008002721 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Fusion: Practice and Applications FPA 2770-0070 2692-4048 2024 14 2 Gustavo Alvarez Gómez Autonomous Regional University of the Andes (UNIANDES), Ecuador Corona Gómez Armijos Autonomous Regional University of the Andes (UNIANDES), Ecuador Ariel Romero Fernández Autonomous Regional University of the Andes (UNIANDES), Ecuador Asmaa Ahmed College of Humanities and Sciences, University of Science and Technology of Fujairah, UAE and Faculty of Social Work, Assiut University, Egypt The technology behind data fusion and picture instruction is continuously advancing along with the progression of society, and new applications for these skills are increasingly becoming available in everyday life to accommodate the expansion of scientific and technological knowledge. The term "data fusion technology" relates to a computer processing method that allows the use of a computer to automatically analyze and synthesize several observation data gleaned in time series in accordance with criteria to complete the necessary decision-making and evaluation tasks. But teaching surrounding multiple risks. This paper aims to identify and assess risks in teaching. The assessment risks in teaching are a critical task and contain multiple conflict criteria. We use Multi-Criteria Decision Making (MCDM). In this paper, we use an Analytical Hierarchy Process (AHP) to rank and compute each criterion's weights. We use five main and twenty sub-criteria. These criteria were evaluated under a neutrosophic environment—an example provided to present the outcomes of the proposed model. 2024 199 210 2452 https://creativecommons.org/licenses/by/4.0/ 10.54216/FPA.140216 https://www.americaspg.com/journal/3/article/2452 https://www.americaspg.com/storage/51706109157.pdf