Academic Journal of Business & Management, 2023, 5(21); doi: 10.25236/AJBM.2023.052126.
Weihang Zhu
Faculty of Social Sciences, Hong Kong Baptist University, Kowloon Tong, Hong Kong Special Administrative Region, China
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.
Smart City; Big Data; Enterprise Management; Management Model Innovation
Weihang Zhu. Research on Innovation Model of Enterprise Management Mode Based on Big Data from the Perspective of Smart City. Academic Journal of Business & Management (2023) Vol. 5, Issue 21: 176-181. https://doi.org/10.25236/AJBM.2023.052126.
[1] He X, Wang K, Huang H. QoE-Driven Big Data Architecture for Smart City. IEEE Communications Magazine, 2018, 56(2):88-93.
[2] Picon A. Urban Infrastructure, Imagination and Politics: from the Networked Metropolis to the Smart City. International Journal of Urban & Regional Research, 2018, 42(2):263-275.
[3] Tascikaraoglu A. Evaluation of spatio-temporal forecasting methods in various smart city applications. Renewable & Sustainable Energy Reviews, 2018, 82(pt.1):424-435.
[4] Wang J, Jiang C, Kai Z. Vehicular Sensing Networks in a Smart City: Principles, Technologies and Applications. IEEE Wireless Communications, 2018, 25(1):122-132.
[5] Kumar S P, Shailendra R, Hyuk P J. DistArch-SCNet: Blockchain-Based Distributed Architecture with Li-Fi Communication for a Scalable Smart City Network. IEEE Consumer Electronics Magazine, 2018, 7(4):55-64.
[6] Zhang F, Lee V E, Jin R. Privacy-aware smart city: A case study in collaborative filtering recommender systems. Journal of Parallel & Distributed Computing, 2018, 127(MAY):145-159.