Research on Innovation Model of Enterprise Management Mode Based on Big Data from the Perspective of Smart City

With the in-depth research on big data and technology, as well as the increasing public acceptance of smart cities, the innovation of enterprise models has also undergone different changes. Intelligent enterprises should transform and innovate their management models to adapt to market demands and changes, in order to contribute to the healthy and steady growth of intelligent enterprises. This article mainly analyzes and explores the innovation of management models in the context of intelligent enterprise big data. And it analyzes the optimization and innovation of enterprise management organization. Then, a corporate innovation evaluation model was proposed to evaluate the innovation of the enterprise's management model. By dimensionality reduction, the variables that originally had multicollinearity were evaluated using four unrelated factors: quality, category, promotion, and price. The model fitting accuracy of this indicator was good.