Intelligent Integrated Community Model for Ethnic Minority Areas Using Data Analysis and Machine Learning

摘要

The intelligent community has become a technological trend with the continuous development of China’s Internet economy and the continuous improvement in community cooperative governance. The comprehensive service system in ethnic areas is also one of the reasons for the intelligent community. It plays an important role in community cooperative governance and comprehensive service system construction in ethnic minority areas. This paper briefly analyzes the important opportunities provided by the “wisdom community” for community cooperative governance and comprehensive service system construction in ethnic minority areas. For this purpose, an integrated model for the construction of a “culture sharing cloud system,” “public cultural service microplatform,” and “interactive end of public cultural service” is proposed. The mode of wisdom community’s public culture is utilized in the proposed integrated model. Our proposed model puts forward some countermeasures to accelerate the construction of infrastructure, innovate the digital service system of public culture, and optimize the internal organizational structure of the government. The existing datasets are analyzed to design the proposed model. Machine learning techniques are utilized to design the proposed intelligent community system. The proposed model overcomes the existing communication bottleneck for the public cultural service in ethnic minority areas and accelerates the realization of community coordination governance and the optimization of the comprehensive service system. It also improves the modernization level of minority areas. Finally, the effectiveness of the proposed model is highlighted.