A Study of the Home Education Community Based on Louvain's Algorithm

Family education has been attached great importance in today's society, and family education is an indispensable part of minors, and also plays a great role in strengthening the construction of spiritual civilization. The community is also inseparable from the support of family education. The traditional model cannot solve the problem of family education development in the community. Therefore, this paper proposes a Louvain algorithm for family education analysis. Firstly, machine learning is used to analyze family education, and indicators are divided according to family education requirements to reduce interference factors in family education. Then, machine learning analyzes community family education to form a family education program and comprehensively analyzes the family education results. MATLAB simulation shows that under certain evaluation criteria, the effect and rationality of family education of Louvain $\prime\mathrm{s}$ algorithm on community are better than those of traditional models.