Browse > Article
http://dx.doi.org/10.5351/CKSS.2011.18.4.549

Cluster Analysis of Car Parking Data, and Development of their Web Applications  

Kubota, Takafumi (Risk Analysis Research Center, The Institute of Statistical Mathematics)
Hayashi, Takayuki (Graduate School of Environmental Science, Okayama University)
Tarumi, Tomoyuki (Admission Centre, Okayama University)
Publication Information
Communications for Statistical Applications and Methods / v.18, no.4, 2011 , pp. 549-557 More about this Journal
Abstract
In this paper, we apply cluster analysis to "Okayama parking data" that is one of the spatial point patterns data that includes locations and the fare structure of car parking space in Okayama central area. This study classifies the characteristics of small areas through Okayama parking data as well as visualizes the results of the cluster analysis. We develop web applications that connect the results of a cluster analysis and overlay objects including points of balloons and rectangles of small areas over a map of Okayama central area.
Keywords
Cluster analysis; parking-data; web-application;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Blackburn town centre renaissance (2007). Blackburn Town Centre Parking Strategy and Transport Strategy Consultation document, Available from: http://www.blackburn.gov.uk/upload/ pdf/Final_document_-_transport_and_parking.pdf (January 2011)
2 MVA for South East of England Regional Assembly (2005). Review of Regional Parking Standards, Report, Available from: http://www.southeast-ra.gov.uk/documents/transport/re view_of_regional parking_standards_v2.pdf (January 2011)
3 Tanaka and Tarumi (1995). A handbook of statistical analysis for windows - multivariate statistical analysis (in Japanese), Kyoritsu shuppan.