Jonathan C. Roberts.
State of the Art: Coordinated & Multiple Views in Exploratory Visualization.
In Fifth International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV '07), pp. 61--71, 2007.


Links:

Abstract:

The area of coordinated and multiple views has been steadily developing and maturing over the past fifteen years. Some may say that it is a "solved problem', while others argue that we are only just scratching the surface of the subject. Considering merely the CMV conference series, it is clear to see that in the early years researchers were concerned with models and techniques, while in latter years authors presented more work on how to apply these ideas to different domains. It is our view that there is still much research to be done, but the subject is changing and developing as a tool for visual analytics. This paper provides the "state of the art' of CMV, it describes areas that should be developed further and looks at what the future may hold for coordinated and multiple views.

Bibtex:

@InProceedings{  roberts:2007:CMEV,
  author = 	 {Jonathan C. Roberts},
  title = 	 {State of the Art: Coordinated \& Multiple Views in Exploratory Visualization},
  booktitle =    {Fifth International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV '07)}, 
  pages = 	 {61--71},
  year = 	 {2007},
}

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References:

C. Ahlberg. Spotfire: An information exploration environment. SIGMOD Record, 24(4):25-29, 1996.
W. Aigner and S. Miksch. Supporting protocol-based care in medicine via multiple coordinated views. In CMV '04: Proceedings of the Second International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV'04), pages 118-129, Washington, DC, USA, 2004. IEEE Computer Society.
M. Aktas, G. Aydin, A. Donnellan, G. Fox, R. Granat, G. Lyzenga, D. McLeod, S. Pallickara, J. Parker, M. Pierce, J. Rundle, and A. Sayar. Implementing geographical information system grid services to support computational geophysics in a service-oriented environment. In NASA Earth-Sun System Technology Conference, University of Maryland, Adelphi, Maryland, June 2005.
Amerinex A.I., Inc, 409 Main Street, Amherst, MA 01002. General Support Tools for Image Understanding, 1992. (http://www.aai.com/AAI/KBV/ KBV.html).
G. Andrienko and N. Andrienko. Making a GIS intelligent: CommonGIS project view. In AGILE99, pages 19-24, Rome, April 1999.
N. Andrienko and G. Andrienko. Coordinated views for informed spatial decision making. In CMV '03: Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization, page 44, Washington, DC, USA, 2003. IEEE Computer Society.
M. Q. W. Baldonado, A. Woodruff, and A. Kuchinsky. Guidelines for using multiple views in information visualization. In Advanced Visual Interfaces, pages 110-119, 2000.
R. Becker and W. Cleveland. Brushing scatterplots. Technometrics, 29(2): 127-142, 1987.
B. Bederson and J. Meyer. Implementing a zooming user interface: experience building pad++. Softw. Pract. Exper., 28(10):1101-1135, 1998.
N. Boukhelifa, J. C. Roberts, and P. J. Rodgers. A coordination model for exploratory multi-view visualization. In CMV '03: Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization, pages 76-85, Washington, DC, USA, 2003. IEEE Computer Society.
D. Brodbeck and L. Girardin. Design study: Using multiple coordinated views to analyze geo-referenced high-dimensional datasets. In CMV '03: Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization, pages 104-111, Washington, DC, USA, 2003. IEEE Computer Society.
J. M. Brooke, J. Marsh, S. Pettifer, and L. S. Sastry. The importance of locality in the visualization of large datasets. Concurrency and computation: practice and experience, 19:195-205, 2007.
S. P. Callahan, J. Freire, E. Santos, C. E. Scheidegger, C. T. Silva, and H. T. Vo. Vistrails: visualization meets data management. In SIGMOD '06: Proceedings of the 2006 ACM SIGMOD international conference on Management of data, New York, NY, USA, 2006. ACM Press.
S. K. Card, J. D. Mackinlay, and B. Shneiderman. Information visualization. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 1999.
D. B. Carr, R. J. Littlefield, and W. L. Nichloson. Scatterplot matrix techniques for large n. In Proceedings of the Seventeenth Symposium on the interface of computer sciences and statistics on Computer science and statistics, pages 297-306, New York, NY, USA, 1986. Elsevier North-Holland, Inc.
H. Chen. Compound brushing explained. Information Visualization, 3(2):96-108, 2004.
M. C. Chuah, S. F. Roth, J. Mattis, and J. Kolojejchick. SDM: Selective dynamic manipulation of visualizations. In Proceedings of the ACM Symposium on User Interface Software and Technology, 3D User Interfaces, pages 61-70, 1995.
G. Convertino, J. Chen, B. Yost, Y.-S. Ryu, and C. North. Exploring context switching and cognition in dual-view coordinated visualizations. In Coordinated and Mulitiple Views in Exploratory Visualization (CMV03), volume 00, page 55, Los Alamitos, CA, USA, 2003. IEEE Computer Society.
P. Craig, J. Kennedy, and A. Cumming. Coordinated parallel views for the exploratory analysis of microarray time-course data. In CMV '05: Proceedings of the Coordinated and Multiple Views in Exploratory Visualization (CMV'05), pages 3-14, Washington, DC, USA, 2005. IEEE Computer Society.
I. F. Cruz and Y F. Huang. A layered architecture for the exploration of heterogeneous information using coordinated views. In VLHCC '04: Proceedings of the 2004 IEEE Symposium on Visual Languages - Human Centric Computing (VLHCC04), pages 11-18, Washington, DC, USA, 2004. IEEE Computer Society.
C. DiBiase. Visualization in the earth sciences. Earth and Mineral Sciences, Bulletin of the College of Earth and Mineral Sciences, 59(2):13-18, 1990.
J. Dykes, cdv: a flexible approach to ESDA with free software connection. In Proceedings of the British Cartographic Society 34th Annual Symposium, pages 100-107, 1997.
J. Dykes. Exploring spatial data representation with dynamic graphics. Computers and Geosciences, 23(4):345-370, 1997.
D. Ericson, J. Johansson, and M. Cooper. Visual data analysis using tracked statistical measures within parallel coordinate representations. In CMV '05: Proceedings of the Coordinated and Multiple Views in Exploratory Visualization (CMV'05), pages 42-53, Washington, DC, USA, 2005. IEEE Computer Society.
J.-D. Fekete. The infovis toolkit. In INFOVIS '04: Proceedings of the IEEE Symposium on Information Visualization (INFOVIS'04), pages 167-174, Washington, DC, USA, 2004. IEEE Computer Society.
N. Feldt, H. Pettersson, J. Johansson, and M. Jem. Tailor-made exploratory visualization for statistics Sweden. In CMV '05: Proceedings of the Coordinated and Multiple Views in Exploratory Visualization (CMV'05), pages 133-142, Washington, DC, USA, 2005. IEEE Computer Society.
W. Felger and F. Schro der. The visualization input pipeline - enabling semanticinteraction in scientific visualization. In Eurographics '92 (Computer Graphics Forum Volume 11No. 3) - Alistair Kilgour and Lars Kjelldahl Eds., pages 139-151. Blackwell Publishers, 1992.
D. P. Groth and K. Streefkerk. Provenance and annotation for visual exploration systems. IEEE Transactions on Visualization and Computer Graphics, 12(6): 1500-1510, 2006.
H. Hauser, F. Ledermann, and H. Doleisch. Angular brushing for extended parallel coordinates. In Proc. IEEE Symposium on Information Visualization, pages 127-130. IEEE Computer Society Press, 2002.
K. A. Hawick, P. D. Coddington, and H. A. James. Distributed frameworks and parallel algorithms for processing large-scale geographic data. Parallel Comput., 29(10): 1297-1333, 2003.
E. H. hsin Chi, J. A. Konstan, P. Barry, and J. Riedl. A spreadsheet approach to information visualization. In ACM Symposium on User Interface Software and Technology, pages 79-80, 1997.
A. S. Jacobson, A. L. Berkin, andM. N. Orton. LinkWinds: Interactive scientific data analysis and visualization. Communications of the ACM, 37(4):43-52, April 1994.
C. R. Johnson and A. R. Sanderson. A next step: Visualizing errors and uncertainty. IEEE Comput. Graph. Appl., 23(5):6-10, 2003.
E. Kandogan and B. Shneiderman. Elastic windows: evaluation of multi-window operations. In CHI '97: Proceedings of the SIGCHI conference on Human factors in computing systems, pages 250-257, New York, NY, USA, 1997. ACM Press.
S. M. Kocherlakota and C. G. Healey. Summarization techniques for visualization of large multidimensional datasets. Technical Report TR-2005-35S, Department of Computer Science, North Carolina State University., 2005.
M. Kreuseler and H. Schumann. A flexible approach for visual data mining. IEEE Transactions on Visualization and Computer Graphics, 8:3951, 2002.
M. Lawrence, E.-K. Lee, D. Cook, H. Hofmann, and E. Wurtele. explorase: Exploratory data analysis of systems biology data. In CMV '06: Proceedings of the conference on Coordinated & Multiple Views In Exploratory Visualization, pages 14-20, Washington, DC, USA, 2006. IEEE Computer Society.
M. Livny, R. Ramakrishnan, K. Beyer, G. Chen, D. Donjerkovic, S. Lawande, J. Myllymaki, and K. Wenger. Devise: integrated querying and visual exploration of large datasets. In SIGMOD '97: Proceedings of the 1997 ACM SIGMOD international conference on Management of data, pages 301-312, New York, NY, USA, 1997. ACM Press.
G. L. Lohse, K. Biolsi, N. Walker, and H. H. Rueter. A classification of visual representations. Communications of ACM, 37(12):36-49, 1994.
J. A. McDonald, W. Stuetzle, and A. Buja. Painting multiple views of complex objects. In OOPSLA/ECOOP '90: Proceedings of the European conference on object-oriented programming on Object-oriented programming systems, languages, and applications, pages 245-257, New York, NY, USA, 1990. ACM Press.
A. Morrison, P. Tennent, and M. Chalmers. Coordinated visualisation of video and system log data. In CMV '06: Proceedings of the Fourth International Conference on Coordinated & Multiple Views in Exploratory Visualization, pages 91-102, Washington, DC, USA, 2006. IEEE Computer Society.
C. North and B. Shneiderman. Snap-together visualization: a user interface for coordinating visualizations via relational schemata. In Proceedings of Advanced Visual Interfaces, pages 128-135, Italy, 2000.
T. Pattison and M. Phillips. View coordination architecture for information visualisation. In APVis '01: Proceedings of the 2001 Asia-Pacific symposium on Information visualisation, pages 165-169, Darlinghurst, Australia, Australia, 2001. Australian Computer Society, Inc.
E. Pepke and J. Lyons. SciAn: User's Manual. Supercomputer Computations Research Institute, Florida State University, Tallahassee, Florida, 1993. (http://www.scri.fsu.edu/~lyons/scian).
H. Piringer, R. Kosara, and H. Hauser. Interactive focus+context visualization with linked 2d/3d scatterplots. In CMV '04: Proceedings of the Second International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV'04), pages 49-60, Washington, DC, USA, 2004. IEEE Computer Society.
P. Pirolli and S. Card. The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis. In Proceedings of International Conference on Intelligence Analysis, page 6, McLean, Virginia, 2005.
M. Plumlee and C. Ware. Integrating multiple 3d views through frame-of-reference interaction. In CMV '03: Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization, pages 34-43, Washington, DC, USA, 2003. IEEE Computer Society.
M. D. Plumlee and C. Ware. Zooming versus multiple window interfaces: Cognitive costs of visual comparisons. ACM Trans. Comput.-Hum. Interact., 13(2):179-209, 2006.
R. Rao and S. K. Card. The table lens: merging graphical and symbolic representations in an interactive focus + context visualization for tabular information. In CHI '94: Human factors in computing systems, pages 318-322, New York, USA, 1994. ACM Press.
J. C. Roberts. Waltz - an exploratory visualization tool for volume data, using multiform abstract displays. In R. F. Erbacher and A. Pang, editors, Visual Data Exploration and Analysis V, Proceedings of SPIE, volume 3298, pages 112-122. IS&T and SPIE, 1998.
J. C. Roberts. Display models - ways to classify visual representations. International Journal of Computer Integrated Design and Construction, 2(4):241-250, December 2000.
J. C. Roberts. Exploratory visualization using bracketing. In M. F. Constabile, editor, Advanced Visual Interfaces (AVI 2004), pages 188-192, Gallipoli, Italy, May 2004. ACM Press.
J. C. Roberts and N. Ryan. Alternative archaeological representations within virtual worlds. In R. Bowden, editor, Proceedings of the 4th UK Virtual Reality Specialist Interest Group Conference, pages 179-188, Brunel University, Uxbridge, Middlesex, 1997. UK VR-SIG URL http://www.crg.cs.nott.ac. uk/groups/ukvrsig/.
P. Rodgers. Graph drawing techniques for geographic visualization. In A. MacEachren, M.-J. Kraak, and J. Dykes, editors, Exploring geovisualization, pages 143-158. Pergamon, December 2004.
G. Ross and M. Chalmers. A visual workspace for constructing hybrid multidimensional scaling and coordinating multiple views. Information Visualization, 2(4):247-257, December 2003.
G. Ross, A. Morrison, and M. Chalmers. Coordinating views for data visualisation and algorithmic profiling. In CMV '04: Proceedings of the Second International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV'04), pages 3-14, Washington, DC, USA, 2004. IEEE Computer Society.
S. Roth, P. Lucas, J. Senn, C. Gomberg, M. Burks, P. Stroffolino, J. Kolojejchick, and C. Dunmire. Visage: A user interface environment for exploring information. In Proceedings of Information Visualization, pages 3-12, San Francisco, 1996. IEEE Computer Society.
S. F. Roth and J. Mattis. Data characterization for intelligent graphics presentation. In CHI '90: Proceedings of the SIGCHI conference on Human factors in computing systems, pages 193-200, New York, NY, USA, 1990. ACM Press.
T. A. Sandstrom, C. Henze, and C. Levit. The hyperwall. In CMV '03: Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization, page 124, Washington, DC, USA, 2003. IEEE Computer Society.
B. Schneiderman. Dynamic queries for visual information seeking. lEEE Softw., 11(6):70-77, 1994.
C. Seeling and A. Becks. Analysing associations of textual and relational data with a multiple views system. In CMV '04: Proceedings of the Second International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV'04), pages 61-70, Washington, DC, USA, 2004. IEEE Computer Society.
M. H. Shimabukuro, E. F. Flores, M. C. F. de Oliveira, and H. Levkowitz. Coordinated views to assist exploration of spatio-temporal data: A case study. In CMV '04: Proceedings of the Second International Conference on Coordinated & Multiple Views in Exploratory Visualization (CMV'04), pages 107-117, Washington, DC, USA, 2004. IEEE Computer Society.
H. Siirtola. Combining parallel coordinates with the reorderable matrix. In CMV '03: Proceedings of the conference on Coordinated and Multiple Views In Exploratory Visualization, page 63, Washington, DC, USA, 2003. IEEE Computer Society.
H. Siirtola and E. Ma kinen. Constructing and reconstructing the reorderable matrix. In International Conference on Information Visualization (IV'05), volume 4, pages 32-48. IEEE Computer Society, 2005.
R. Spence. Information Visualization. Harlow: Addison Wesley/ACM Press, 2001.
R. Stoakley, M. J. Conway, and R. Pausch. Virtual reality on a wim: interactive worlds in miniature. In CHI '95: Proceedings of the SIGCHI conference on Human factors in computing systems, pages 265-272, New York, NY, USA, 1995. ACM Press/Addison-Wesley Publishing Co.
M. Stonebraker, J. Chen, N. N. C. Paxon, A. Su, and J. Wu. Tioga: A database-oriented visualization tool. In Proceedings Visualization '93, pages 86-93. IEEE Computer Society Press, 1993.
E. Suvanaphen and J. C. Roberts. Textual Difference Visualization of Multiple Search Results utilizing Detail in Context. In P. G. Lever, editor, Theory and Practice of Computer Graphics, pages 2-8, Bournemouth, June 2004. EGUK, IEEE Computer Society.
M. Takatuska and M. Gahegan. Geo VISTA Studio: A codeless visual programmingenvironment for geoscientific data analysis and visualization. Computers and Geosciences, 28:1131-1144, 2002.
M. Theus. Interactive data visualization using mondrian. Journal of Statistical Software, 7(11), 2002.
J. J. Thomas and K. A. Cook. Illuminating the path-The research and development agenda for Visual Analytics. IEEE Computer Society, 2005.
E. R. Tufte. Visual Explanations - Images and Quantities, Evidence and Narriative. Graphics Press, 1997.
A. R. Unwin, G. Hawkins, H. Hofmann, and B.Siegl. Interactive graphics for data sets with missing values manet. Journal of Computational and Graphical Statistics, 5(2):113-122, 1996.
C. Upson, T. Faulhaber, D. Kamins, D.Schlegel, D. Laid-law, F. Vroom, R. Gurwitz, and A. vanDam. The application visualization system: A computationalenvironment for scientific visualization. IEEE Computer Graphics and Applications, 9(4):30-42, 1989.
J. Walton. Data Visualisation with IRIS Explorer - What's New? Technical Report TRIO/96 (NP3070), Numerical Algorithms Group Ltd., 1996. (http://www.nag.co.uk/doc/TechRep/NP1513.html).
M. O. Ward. XmdvTool: Integrating multiple methods for visualizing multivariate data. In R. D. Bergeron and A. E. Kaufman, editors, Proceedings Visualization '94, pages 326-333. IEEE Computer Society Press, 1994.
C. Weaver. Building highly-coordinated visualizations in improvise. In InfoVis, volume 00, pages 159-166, Los Alamitos, CA, USA, 2004. IEEE Computer Society.
C. Weaver. Metavisual exploration and analysis of devise coordination in improvise. In CMV '06: Proceedings of the Fourth International Conference on Coordinated & Multiple Views in Exploratory Visualization, pages 79-90, Washington, DC, USA, 2006. IEEE Computer Society.
F. Yang, H. Goodell, R. Pickett, R. Bobrow, A. Baumann, A. Gee, and G. Grinstein. Data exploration combining kinetic and static visualization displays. In CMV '06: Proceedings of the conference on Coordinated & Multiple Views In Exploratory Visualization, pages 21-30, Washington, DC, USA, 2006. IEEE Computer Society.