作　　者： (李英）; (赵越）; (朱思睿）; (向妍）;

机构地区： 东北林业大学经济管理学院,黑龙江哈尔滨150040

出　　处： 《生态经济》 2017年第9期210-214,共5页

摘　　要： 在政府财力有限的情况下,城市居民参与生态文明建设行为对改善城市生态环境发挥重要作用。城市居民参与生态文明建设行为包括对社区环境满意状况、对环保关注状况、参与行为三个方面18个变量,通过调查问卷获取数据,运用属性数据的关联性分析方法确定城市居民参与生态文明建设行为的分类指标体系,包括对社区空气质量满意情况(V1)、对环保关注情况(V5)、知道废品回收站的设置情况(V11)、参与环保活动的意愿(V15)、携带购物袋情况(V18)相对独立性较高的5个指标。运用支持向量机原理构建城市居民参与生态文明建设行为分类模型,有助于判别每类居民参与生态文明建设的行为特点,为制定有效的城市居民参与生态文明建设行为培养方案提供科学依据。 Under the case of limited government financial resources, the present situation is that the residents＇ behavior of ecological civilization construction plays an important role in city＇s ecological environment improvement. Residents＇ behavior of ecological civilization construction includes three aspects of satisfaction with community environment, the environmental concern status and living habits, and 18 variables. The paper uses the relevance analysis method of attribute data to determine residents＇ behavior of ecological civilization construction classification index system through the questionnaire to obtain data, including relative high-independence five indexes of the community air quality satisfaction degree（V1）, the environmental concern status（V5）, the situation of knowing trash recycle bin settings （V11）, the willingness to participate in environmental protection activities （V15）, the situation of carrying shopping bags （V18）. Applying the principle of support vector machine, the paper builds the classification model to discriminate the features of residents＇ behavior in ecological civilization construction. And then it provides the scientific basis for setting up effective academic programs of urban residents＇ behavior in ecological civilization construction.

关 键 词： 关联性分析 生态文明建设行为 模式识别 支持向量机