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The aim of this paper is to propose a methodology to improve the application of Knowledge Management System (KMS) that allow domain experts to retrieve and analyze data from different sources that can support dynamic decision-making. A framework will be developed and it can capture the concepts of complexity and use as a basis for data integration processes suitable for efficient dynamic decision-making. This framework aims to resolve the issue in identifying and evaluating relevant data fordoi:10.6007/ijarbss/v6-i4/2107 fatcat:xy7jnvvvgfbf3ifdlbbsgzokxe