DOI QR코드

DOI QR Code

Dynamic Graphics Using Line Mosaic Plot

선 모자이크 도표를 이용한 동적 그래픽스

  • Cha, Woon-Ock (Department of Multimedia Engineering, Hansung University) ;
  • Lee, Kyung-Mi (Department of Internet Information, Seoil University) ;
  • Choi, Byong-Su (Department of Multimedia Engineering, Hansung University)
  • 차운옥 (한성대학교 멀티미디어공학과) ;
  • 이경미 (서일대학교 인터넷정보과) ;
  • 최병수 (한성대학교 멀티미디어공학과)
  • Received : 20091200
  • Accepted : 20100100
  • Published : 2010.03.31

Abstract

This study is about the dynamic graphics which can be used for the exploration of the characteristics of data comprising discrete and continuous variables. Simultaneously using line mosaic plot for the relation of discrete variables and box plot together with scatter plot for the relation of continuous variables, we have applied dynamic methods among these plots to demonstrate that the structure and characteristics of the multivariate data could be easily analyzed.

본 논문에서는 이산형과 연속형 데이터가 혼합되어 있는 데이터 구조를 탐색하기 위하여 동적 기법을 사용하였다. 이산형 변수들간의 관계를 표현하는 선 모자이크 도표와 연속형 변수들의 관계를 위한 산점도, 일변량 변수 관점에서의 데이터의 분포를 파악할 수 있는 상자도표를 동시에 사용하면서, 동적인 기법들을 적용하여 다차원 데이터에 대한 구조를 좀 더 쉽게 파악할 수 있음을 보였다.

Keywords

References

  1. Friendly, M. (1994). Mosaic displays for multi-way contingency tables, Journal of the American Statistical Association, 89, 190-200. https://doi.org/10.1080/01621459.1994.10476460
  2. Friendly, M. (1999). Extending mosaic displays: Marginal, partial, and conditional views of categorical data, Journal of Computational and Graphical Statistics, 8, 373-395. https://doi.org/10.2307/1390863
  3. Hartigan, J. A. and Kleiner, B. (1981). Mosaics for Contingency Tables, Eddy, W.F., editor, Computer Science and Statistics: Preoceeding of the 13th Symposium on the Interface, 268-273, Springer-Verlag, New York.
  4. Huh, M. Y. and Song, K. Y. (2002), DAVIS: A Java-based Data Visualization system, Computational Statistics, 17, 411-423.
  5. Huh, M. Y. (2004). Line Mosaic Plot: Algorithm and Implementation. invited paper, Proceedings in COMPSTAT, 277-285.
  6. Huh, M. Y. (2009). http://stat.skku.ac.kr/myhuh/
  7. Emerson, J. W. (1998). Mosaic displays in S-PLUS: A general implementation and a case stydy, Statistical Computing and Graphics Newsletter, 9, 17-23.
  8. Merz, C. J. and Murphy, P. M. (1996). UCI Repository of Machine Learning Databases, Department of Informantion and Computers Science, University of Callifornia, Irvine, CA(http://www.ics.edu/~mlearn/MLRepository.html)
  9. Nicholas, C. J. (1999). The Emergence of Data Visualization and Prospects for its Business Application, Masters of Information Systems Management Professional Seminar.
  10. Wang, C. M. (1985). Application and computing of mosaics, Computational Statistical and Data Analysis, 3, 89-97. https://doi.org/10.1016/0167-9473(85)90065-9