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Purpose: The purpose of this study is to review the methods that are used to construct Artificial Intelligence (AI) algorithmic trading systems. Design/Methodology/Approach: A review approach of the existing knowledge was used. Findings: We find that there are various methodologies that are used by researchers and practitioners when they contract algorithmic trading systems. Some of the systems combine data from the financial markets alone and some methods combine financial data with socialdoi:10.35808/ijeba/751 fatcat:x23uqtqvcbao3mwp73qsuw7rsa