A Study for Correlation Identification in Human-Computer Interface Based on HSB Color Model
In recent years, visual perception has been paid more attention by many researchers in the field of data visualization. The study of visual perception has become another research hot spot in the research of visualization. As an important tool for visualization, this paper focuses on the scatterplots. Series of scatterplot were generated by programming and then used in the experiment. The results of experiments indicate that the influence of the color, amount and correlation of the interference points on the reaction time is significant under the white background and suitable combination is found which is important for designing the scatterplots.
KeywordsVisual perception Scatterplots Correlation identification
- 10.Carpenter, M.: The new statistical analysis of data. J. Am. Stat. Assoc. 42(2), 205–206 (1996)Google Scholar
- 12.Li, J., Martens, J.B., Van Wijk, J.J.: A model of symbol size discrimination in scatterplots (2010)Google Scholar
- 15.Stenholt, R., Madsen, C.B.: Shape perception in 3-D scatterplots using constant visual angle glyphs. In: Virtual Reality Short Papers and Posters (2012)Google Scholar
- 16.Bertini, E., Santucci, G.: Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. In: International Conference on Information Visualisation. IEEE Computer Society (2005)Google Scholar