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本研究采用问卷调查的形式收集数据,研究居民对公共自行车的选择行为的影响因素,首先采用关联规则分析研究影响居民近期使用意向的影响因素,在此基础上进一步建议二元逻辑回归模型,分析影响居民是否选择使用公共自行车的影响因素,结合实证分析的结果提出提高居民对公共自行车使用率的对策建议。
In this study, a questionnaire survey was used to collect data to study the factors influencing residents ’choice behavior of public bicycles. Firstly, association rules were used to analyze and study the influencing factors that affect residents’ intention to use in the near future. Based on this, the Binary Logistic Regression Model Which will affect whether residents choose to use public bicycles or not, combined with the results of empirical analysis, put forward suggestions on how to improve residents’ use rate of public bicycles.