In the contemporary era, characterized by the Internet and digitalization as fundamental features, the operation and application of digital currency have gradually developed into a comprehensive structural system. This system restores the essential characteristics of currency while providing auxiliary services related to the formation, circulation, storage, application, and promotion of digital currency. Compared to traditional currency management technologies, big data analysis technology, which is primarily embedded in digital currency systems, enables the rapid acquisition of information. This facilitates the identification of standard associations within currency data and provides technical support for the operational framework of digital currency.