Visualización de la Información

[Visual Insights(tm) Abstract Network Viewer (animated)]

Source: http://www.bell-labs.com/project/visualinsights/

What is Information Visualization?
"The use of computer-supported, interactive, visual representations of abstract data to amplify cognition"
Card S.K., Mackinlay J.D., Shneiderman B. (1999)

inf@vis.net: ¿De qué va la Visualización de Información?

Docente a cargo: Lic. Ariel Aizemberg

Horario: Teóricas, Prácticas y Laboratorio los Viernes de 19 a 22 hs

Puntaje: 2 puntos.

Correlativa: Base de Datos.

Tableau's data visualization software is provided through the Tableau for Teaching program.

http://www.google.com/search?q=Information+Visualization

Google
 
Web www.infovis.net
www.cs.umd.edu en.wikipedia.org

http://clusty.com/search?query=Information+Visualization

Programa:

Introducción: ¿Que es Visualización?, Visualización de Información, Dato e Información, Tipos de Datos, Ejemplos.

Visualización Científica:  ¿Que es?, ¿Por que no será visto en el marco de esta materia?.

Posibles Modelos: El modelo estático (antes del uso de las computadoras).

El modelo interactivo (herramientas de visualización interactivas)

Interpretación de datos cuantitativos: Contexto, dimensionalidad, datos univariados, datos bivariados, datos trivariados, datos multidimensionales, coordenadas paralelas.

Representación: Representación simbólica, tamaño, largo y alto, magnificación, caras de Chernoff, iconos multidimensionales, espacialidad, patrones, color, sonido, movimiento.

Exploración Dinámica: Problemas reales, Consultas a través de línea de comandos, consultas dinámicas, el explorador de atributos, VLDB, el explorador de vecindades.

Modelos Internos, su formación y su interpretación:  La necesidad de un modelo, navegación, modelos internos, formación del modelo, interpretación del modelo, la formulación de una estrategia de navegación.

Presentación: El problema de la presentación, Foco y contexto, supresión, lentes mágicos, zoom y desplazamiento, acercamiento semántico.

Conectividad: Conexiones, Teoría de Grafos, Redes Generales, Árboles, Redes Bayesianas.

Visualización de Documentos: Visualizando lo no visual, Consultas,  El sistema de barras apiladas, Mapas Temáticos, Galaxias, Galaxias de Noticias, Mapas de Kohonen.

Sistemas de Información Geográficos: Representación, Almacenamiento, Recuperación, Presentación, Interacción.

 

Bibliografía:

Borgelt C., Kruse R. (2001) “Graphical Models, Methods for Data Analysis and Mining”. Wiley.

Card S.K., Mackinlay J.D., Shneiderman B. (1999) “Readings in Information Visualization Using Vision to Think” Morgan Kaufmann.

Kohonen, T. (1990) “The Self-Organizing Map”. Proceedings of the IEEE,78(9), 1464-1480.

Kohonen, T. (1989) “Self-Organization and Associate Memory”. New York: Springer-Verlag.

Spence, R.. (2001) “Information Visualization”, Addison-Wesley

Tufte, E. R. (1990) “Envisioning Information”. Cheshire, CT: Graphics Press.

Tufte, E. R. (1983) “The Visual Display of Quantitative Information”. Cheshire, CT: Graphic Press.


Un pequeño ejercicio para ir pensando

La siguiente tabla es una lista de publicaciones sobre Information Visualization, proponer una forma de visualizar e interactuar con dicha información.

importance

cited

unknown

year

title

129.6

50

5

1999

Card, S, Mackinlay, J., and Shneiderman, Ben, Readings in Information Visualization: Using Vision to Think, Morgan Kauffman Publishers. (1999).

90.7

35

1

1995

J. Wise, et. al., "Visualizing the Non-Visual: Spatial analysis and interaction with information from text documents," Proceedings of Information Visualization `95, p. 51-58.

69.5

58

6

1993

G. Robertson, S. Card and J. Mackinlay, Information Visualization using 3D Interactive Animation, CACM, 36(4), 1993.

55.7

38

3

1996

Shneiderman B. The eyes have it: A task by data type taxonomy for information visualizations, In Proceedings IEEE Visual Languages , pages 336-343, Boulder, CO, Sept 1996.

50.3

42

1

1993

Robertson, G., Card, S., and Mackinlay, J. (1993), Information Visualization Using 3-D Interactive Animation, Communications of the ACM 36, 4, pages 56-71.

44.7

40

0

1992

Chalmers, M., and Chitson, P. 1992. Bead: Exploration on information visualization. In Proceedings of the 15th Annual International ACM/ SIGIR Conference on Research and Development in Information Retrieval, 330--337.

41.9

14

2

2000

I. Herman, G. Melancon, and M. S. Marshall. Graph visualization and navigation in information visualization: A survey. IEEE Transactions on Visualization and Computer Graphics, 6(1):24-43, 2000.

40.8

17

3

1999

Ware, C., Information visualization: Perception for design. 1999, San Francisco, CA: Morgan Kaufmann.

32.4

17

0

1998

Card, S. and Mackinley, J. and Ben Shneiderman. (1998). "Readings in Information Visualization". Morgan Kaufman (to be published).

29.4

22

0

1995

Ahlberg C., Wistrand E.: `IVEE: An Information Visualization and Exploration Environment', Proc. Int. Symposium on Information Visualization, Atlanta, GA, 1995, pp. 66-73.

28.5

11

1

1995

C. Ahlberg and E. Wistrand, "IVEE: An Information Visualization & Exploration Environment," Proceedings of Information Visualization '95, p. 66-73.

26.4

18

3

1996

Roth, S. F.; Lucas, P.; Senn, J. A.; Gomberg, C. C.; Burks, M. B.; Stroffolino, P. J.; Kolojejchick, J. A.; and Dunmire, C. 1996. Visage: A user interface environment for exploring information. In Proceedings of Information Visualization, 3--12. San Francisco: IEEE.

26.2

16

3

1997

Chi, E. H., Barry, P., Riedl, J., Konstan, J., "A Spreadsheet Approach to Information Visualization", Proc. IEEE Information Visualization `97, pp. 17-24, (1997).

25.1

21

2

1993

George G. Roberston, Stuart K. Card, and Jock D. Mackinlay. Information visualization using 3D interactive animation. Communications of the ACM, 36(4):57--71, Apr 1993.

24

18

0

1995

Keith Andrews, "Visualizing Cyberspace: Information Visualization in the Harmony Internet Browser." In Proceedings of IEEE Information Visualization 1995. Washington: IEEE, 1995.

21.2

13

0

1997

A. Inselberg, Multidimensional Detective, Proceedings of IEEE Symposium on Information Visualization (InfoVis '97), Phoenix, AZ, October 1997, 100--107.

19.6

12

1

1997

Card, S. K., and J. Mackinlay, 1997; The Structure of the Information Visualization Design Space. Proc. Information Visualization '97, IEEE.

19

10

2

1998

Ed H. Chi, J. Riedl, P. Barry, J. Konstan. Principles for Information Visualization Spreadsheets. In IEEE Computer Graphics and Applications (Special Issue on Visualization) July/August, 1998. IEEE CS, p. 30-38.

18.1

7

1

2000

S.K. Card, J.D. Mackinlay, and B Shneiderman. Information Visualization. In S.K. Card, J.D. Mackinlay, and B. Shneider-C. Ware. Information Visualization. Morgan Kaufmann, 2000.

16.1

11

6

1996

T. Alan Keahey and Edward L. Robertson. Techniques for non-linear magnification transformations. In Proceedings, Visualisation '96 Information Visualization Symposium. IEEE, October 1996.

14.9

5

0

2000

M. Kreuseler, N. L opez, and H. Schumann. A scalable framework for information visualization. In IEEE Symposium on Information Vizualization, Salt Lake City, UT, USA, Oct. 8-- 13 2000. IEEE.

14.7

9

3

1997

Brodbeck, D., Chalmers, M., Lunzer, A. & Cotture, P. Domesticating Bead: Adapting an Information Visualization System to a Financial Institution, Proc. IEEE Information Visualization 97, Phoenix, October 1997, 73-80.

14.7

11

4

1995

Dean F. Jerding and John T. Stasko. The Information Mural: A technique for displaying and navigating large information spaces. In Proceedings of the IEEE Visualization `95 Symposium on Information Visualization, pages 43--50, Atlanta, GA, October 1995.

14.7

11

0

1995

Hendley, R. J., Drew, N. S., Wood, A. M., and Beale, R. (1995.) "Narcissus: Visualizing information. " Proceedings of Information Visualization, 90-97. Los Alamitos, CA: IEEE.

14.5

13

0

1992

Chimera, R., "Value Bars: An Information Visualization and Navigation Tool for Multi-Attribute Listings", Proc. ACM CHI `92, pp. 293-294, (1992).

13.3

7

0

1998

N. Gershon, S. G. Eick, and S. Card, Information Visualization, Interactions, Vol. 2, March + April, 1998.

13.1

8

0

1997

Munzner, T. (1997). H3: laying out large directed graphs in 3D hyperbolic space. IEEE Symposium on Information Visualization.

12

5

0

1999

Card, S. Eick, S., and Nahum G., Information Visualization Tutorial, in CHI'99 tutorial notes, 1999.

12

5

0

1999

Richard Becker, Stephen Eick, and Allan Wilks, "Visualizing Network Data," Readings in Information Visualization: Using Vision To Think, Stuard Card, Jock D. Mackinlay, and Ben Shneiderman, editors, Morgan Kaufman Publishers, pp. 215-227, 1999.

12

5

0

1999

Tim Bray, "Measuring the Web," Readings in Information Visualization: Using Vision To Think, Stuard Card, Jock D. Mackinlay, and Ben Shneiderman, editors, Morgan Kaufman Publishers, pp. 469-492, 1999.

12

5

0

1999

Wilson R. and Bergeron R. Dynamic Hierarchy Specification and Visualization. In Information Visualization '99, pages 65--72, San Francisco, Califronia, USA, 1999. IEEE CS. 

11.9

4

0

2000

Baldonado, M., Woodruff, A., Kuchinsky, A., "Guidelines for using multiple views in information visualization", Proc. ACM Advanced Visual Interfaces `00, (May 2000).

11.7

8

0

1996

Chuah, M., Roth, S., "On the Semantics of Interactive Visualizations", Proc. Information Visualization '96 Conference, IEEE, pp. 29-36, (1996).

11.7

8

1

1996

Tamara Munzner, Eric Hoffman, K. Claffy and Bill Fenner, "Visualizing the Global Topology of the MBone," Proceedings Information Visualization '96. IEEE Computer Science Press, 1996, pp. 85-91.

11.4

6

0

1998

Randall M. Rohrer and Edward Swing. "Web-based information visualization". IEEE Computer Graphics and Applications, 17(4):52--59, July/August 1998.

11.4

7

1

1997

Tamara Munzner. H3: Laying out large directed graphs in 3D hyperbolic space. Proceedings of the 1997 IEEE Symposium on Information Visualization, pages 2--10, 1997.

10.3

4

1

1997

Hollan, J. D., Bederson, B. B., and Helfman, J. (In Press) Information Visualization, In The Handbook of Human Computer Interaction.

10.2

7

0

1996

A. Varshney and A. Kaufman. FINESSE: A financial information spreadsheet. In IEEE Information Visualization Symposium, pages 70-- 71, 125, 1996.

10.2

7

1

1996

S. Mukherjea, Kyoji Hirata and Yoshinori Hara. Visualizing the Results of Multimedia Web Search engines, In Proceedings IEEE Symposium on Information Visualization '96, pages 64-65, San Francisco, CA, October 1996.

9.8

6

0

1997

Brath R., Concept demonstration metrics for effective information visualization. Proceedings of Information Visualization, Phoenix, Arizona, (1997), 108-111.

9.8

6

7

1997

Roth, S. F.; Chuah, M. C.; S. Kerpedjiev, S.; Kolojejchick, J. A.; and Lucas, P. 1997. Towards an information visualization workspace: Combining multiple means of expression. Human-Computer Interaction Journal. 

9.6

4

0

1999

Higgins, M., Lucas, P., and J. Senn, "VisageWeb: Visualizing WWW Data in Visage," Proc. IEEE Symp. Information Visualization (InfoVis `99), San Francisco, CA (October 1999).

9.5

5

0

1998

C. Jeong and A. Pang. Reconfigurable disc trees for visualizing large hierarchical information space. Proc. of Information Visualization '98, p. 19-25, 1998.

9.5

5

0

1998

L. Bartram, "Perceptual and interpretative properties of motion for information visualization", in Proceedings of Workshop on New Paradigms in Information Visualization and Manipulation, Las Vegas, 1998.

9.5

5

0

1998

Mei C. Chuah. Dynamic aggregation with circular visual designs. In Proceedings of the 1998 IEEE Information Visualization Symposium, pages 35--43, Raleigh Durham, NC, October 1998.

9.3

7

0

1995

Rob Ingram and Steve Benford, "Legibility Enhancement for Information Visualization." In Proceedings of IEEE Visualization '95. 1995.

8.9

3

0

2000

P. Wong, W. Cowley, H. Foote, E. Jurrus, J. Thomas, "Visualizing sequential patterns for text mining," Proc. IEEE Information Visualization, 2000

8.9

3

0

2000

R. Spence. Information Visualization. ACM Press/Addison Wesley, 2000.

8.1

5

2

1997

M. H. Gross, T. C. Sprenger, J. Finger. "Visualizing Information on a Sphere." Proceedings of IEEE Information Visualization '97 (Phoenix AZ, USA, 19-24 October 1997), pp. 11-16, 1997.