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Cluster Analysis of Associated Words Obtained from a Free Response Test on Tokyo Bay

  • Shinsuke Suga
  • Ko Oi
  • Sadaaki Miyamoto
Conference paper
Part of the Studies in Classification, Data Analysis, and Knowledge Organization book series (STUDIES CLASS)

Summary

This study is concerned with data analysis of associated words obtained from a free association test on Tokyo Bay. It is shown that cluster analysis of the words is an effective method to find respondents’ concerns about the bay. Word clusters are considered to give structures of inseparable conceptions of the object of association. We analyze data from two survey areas near Tokyo Bay, i.e., one in a residential area and the other in a town where fisheries are primary industries. The data analysis shows that water pollution is a respondents’ important concern in the two areas. Associated words showing various industries or development works are classified in some specific clusters. Further, we find a word cluster which indicates that Tokyo Bay is closely related to the lives of respondents engaged in fisheries.

Keywords

Survey Area Free Association Marine Product Word Data Word Cluster 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Japan 1998

Authors and Affiliations

  • Shinsuke Suga
    • 1
  • Ko Oi
    • 1
  • Sadaaki Miyamoto
    • 2
  1. 1.National Institute for Environmental StudiesTsukuba, Ibaraki 305Japan
  2. 2.Institute of Information Sciences and ElectronicsUniversity of TsukubaTsukuba, Ibaraki 305Japan

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