微型电脑应用2025，Vol.41Issue(4)：8-11,16,5.
基于CHAID算法的决策树的流动人员管控分析
Analysis of Floating Personal Management and Control Based on CHAID Algorithm Decision Tree
摘要
Abstract
Personnel mobility significantly impacts public security in a region.To maintain social order,it is necessary to imple-ment unified management of its transient population.For more effective administration,it needs to screen individuals requiring monitoring,thereby enabling the concentration of resources on managing and implementing control measures for this specific group.To better achieve this objective,this paper employs the CHAID(Chi-squared automatic interaction detector)algorithm to construct a decision tree model.This model is utilized for feature mining to analyze and identify the characteristics of individ-uals designated as key management targets.This approach serves to replace the current method,which lacks essential feature labeling for relevant personnel,and to enhance guidance for subsequent monitoring efforts.关键词
人员流动/CHAID/决策树/特征挖掘Key words
personnel mobility/CHAID/decision tree/feature mining分类
信息技术与安全科学引用本文复制引用
张又元,马海涛..基于CHAID算法的决策树的流动人员管控分析[J].微型电脑应用,2025,41(4):8-11,16,5.基金项目
新疆维吾尔自治区重点研发项目计划(2021B01007) （2021B01007）
