An operator interaction framework for visualization systems

Information visualization encounters a wide variety of different data domains. The visualization community has developed representation methods and interactive techniques. As a community, we have realized that the requirements in each domain are often dramatically different. In order to easily apply existing methods, researchers have developed a semiology of graphic representations. We have extended this research into a framework that includes operators and interactions in visualization systems, such as a visualization spreadsheet. We discuss properties of this framework and use it to characterize operations spanning a variety of different visualization techniques. The framework developed in the paper enables a new way of exploring and evaluating the design space of visualization operators, and helps end users in their analysis tasks.

[1]  Arie E. Kaufman,et al.  FINESSE: a financial information spreadsheet , 1996, Proceedings IEEE Symposium on Information Visualization '96.

[2]  John J. Bertin,et al.  The semiology of graphics , 1983 .

[3]  Ben Shneiderman,et al.  Tree-maps: a space-filling approach to the visualization of hierarchical information structures , 1991, Proceeding Visualization '91.

[4]  Sougata Mukherjea,et al.  Visualizing complex hypermedia networks through multiple hierarchical views , 1995, CHI '95.

[5]  Steven K. Feiner,et al.  Visualizing n-dimensional virtual worlds with n-vision , 1990, I3D '90.

[6]  Alfred Inselberg,et al.  Multidimensional detective , 1997, Proceedings of VIZ '97: Visualization Conference, Information Visualization Symposium and Parallel Rendering Symposium.

[7]  Thomas Ertl,et al.  Computer Graphics - Principles and Practice, 3rd Edition , 2014 .

[8]  Jock D. Mackinlay,et al.  Automating the design of graphical presentations of relational information , 1986, TOGS.

[9]  Paul E. Haeberli,et al.  ConMan: a visual programming language for interactive graphics , 1988, SIGGRAPH.

[10]  Steven F. Roth,et al.  On the semantics of interactive visualizations , 1996, Proceedings IEEE Symposium on Information Visualization '96.

[11]  M. Carter Computer graphics: Principles and practice , 1997 .

[12]  John Riedl,et al.  A spreadsheet approach to information visualization , 1997, Proceedings of VIZ '97: Visualization Conference, Information Visualization Symposium and Parallel Rendering Symposium.

[13]  Richard A. Becker,et al.  Brushing scatterplots , 1987 .

[14]  John K. Ousterhout,et al.  Tcl and the Tk Toolkit , 1994 .

[15]  Marc Levoy,et al.  Spreadsheets for images , 1994, SIGGRAPH.

[16]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[17]  Ramana Rao,et al.  A focus+context technique based on hyperbolic geometry for visualizing large hierarchies , 1995, CHI '95.

[18]  Ramana Rao,et al.  Exploring large tables with the table lens , 1995, CHI '95.

[19]  William Schroeder,et al.  The Visualization Toolkit: An Object-Oriented Approach to 3-D Graphics , 1997 .

[20]  George G. Robertson,et al.  The WebBook and the Web Forager: an information workspace for the World-Wide Web , 1996, CHI.

[21]  David H. Laidlaw,et al.  The application visualization system: a computational environment for scientific visualization , 1989, IEEE Computer Graphics and Applications.

[22]  Jock D. Mackinlay,et al.  Cone Trees: animated 3D visualizations of hierarchical information , 1991, CHI.

[23]  Jock D. Mackinlay,et al.  The structure of the information visualization design space , 1997, Proceedings of VIZ '97: Visualization Conference, Information Visualization Symposium and Parallel Rendering Symposium.

[24]  Ramana Rao,et al.  The table lens: merging graphical and symbolic representations in an interactive focus + context visualization for tabular information , 1994, CHI '94.

[25]  W. Hays Semiology of Graphics: Diagrams Networks Maps. , 1985 .

[26]  James J. Thomas,et al.  Visualizing the non-visual: spatial analysis and interaction with information from text documents , 1995, Proceedings of Visualization 1995 Conference.

[27]  Jock D. Mackinlay,et al.  Visualizing the evolution of Web ecologies , 1998, CHI.

[28]  Colin Potts,et al.  Design of Everyday Things , 1988 .

[29]  Mark Stefik H. A. Simon, The Sciences of the Artificial , 1984, Artif. Intell..

[30]  Ben Shneiderman,et al.  Visual information seeking: tight coupling of dynamic query filters with starfield displays , 1994, CHI '94.

[31]  Georges G. Grinstein,et al.  An architecture for retaining and analyzing visual explorations of databases , 1995, Proceedings Visualization '95.

[32]  Lisa Tweedie,et al.  Characterizing interactive externalizations , 1997, CHI.

[33]  Allan R. Wilks,et al.  Visualizing Network Data , 1995, IEEE Trans. Vis. Comput. Graph..

[34]  Jock D. Mackinlay,et al.  The perspective wall: detail and context smoothly integrated , 1991, CHI.

[35]  John Riedl,et al.  Flexible information visualization of multivariate data from biological sequence similarity searches , 1996, Proceedings of Seventh Annual IEEE Visualization '96.