This paper builds a business operation simulation system with technological innovation-based manufacturing enterprises at the core. This model system's basic data structure consists of the "balance sheet", "income statement" and "comprehensive expense list" of each enterprise. For objectively evaluating the students' entrepreneurial ability, we design an accurate data mining method to measure the students' profit performance, finance performance, market performance, innovation performance, and brand performance.