Research on Type Identification of Beijing Metro Station Area and Its Renewal Strategy Based on RFM Models
Under the background of urban stock development,metro station domains have gradually become the key catalysts for urban renewal.In order to explore a new paradigm of urban renewal oriented to the classification of underground station areas,RFM(Recency-Frequency-Monetary)model is introduced as a theoretical framework,and through in-depth analysis of key indicators such as POI data,population density,and land price of each station area,the 23 station areas along the line of Beijing Subway No.5 are classified into eight types,including Important Value Station Areas,Important Retention Station Areas,Important Value Station Areas,Important Development Station Areas,Important Retention Sreas,General Value Station Areas,General Retention Station Areas,General Development Station Areas and General Retention Station Areas.Based on this,a renewal strategy is developed for each station type,in order to provide empirical references and theoretical guidance for the renewal of metro station areas,and then to promote the urban renewal process and achieve the sustainable optimization of urban space.
RFM modelmetro station areaPOIurban renewalstock renewalstation-city integrationBeijing City
万方数据
维普
