D. Archambault and H. C. Purchase, On the effective visualisation of dynamic attribute cascades, Information Visualization, vol.15, issue.1, pp.51-63, 2016.

B. Bach, N. Henry-riche, C. Hurter, K. Marriott, and T. Dwyer, Towards unambiguous edge bundling: Investigating confluent drawings for network visualization, IEEE Transactions on Visualization and Computer Graphics, vol.23, issue.1, pp.541-550, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01354270

L. Bartram, Perceptual and interpretative properties of motion for information visualization, Proceedings of the Workshop on New Paradigms in Information Visualization and Manipulation, vol.97, pp.3-7, 1997.

L. Bartram and C. Ware, Filtering and brushing with motion, Information Visualization, vol.1, issue.1, pp.66-79, 2002.

L. Bartram and M. Yao, Animating causal overlays, Computer Graphics Forum, vol.27, pp.751-758, 2008.

K. Birk, C. Dickson, and D. Schroh, Data flow in the Tor network, Web site, 2015.

J. Blaas, C. Botha, E. Grundy, M. Jones, R. Laramee et al., Smooth graphs for visual exploration of higher-order state transitions, IEEE Transactions on Visualization and Computer Graphics, vol.15, issue.6, pp.969-976, 2009.

M. R. Blakemore and R. J. Snowden, The effect of contrast upon perceived speed: A general phenomenon?, Perception, vol.28, issue.1, pp.33-48, 1999.

M. Bostock, V. Ogievetsky, and J. Heer, D3 data-driven documents, IEEE Transactions on Visualization and Computer Graphics, vol.17, issue.12, pp.2301-2309, 2011.

A. Brychtová and A. Çöltekin, The effect of spatial distance on the discriminability of colors in maps, Cartography and Geographic Information Science, vol.44, issue.3, pp.229-245, 2017.

S. Buschmann, M. Trapp, and J. Döllner, Animated visualization of spatial-temporal trajectory data for air-traffic analysis, The Visual Computer, vol.32, issue.3, pp.371-381, 2016.

O. Cornec and R. Vuillemot, Visualizing the scale of world economies, VisWeek 2015 Electronic Conference Proceedings -Poster, 2015.

P. Cruz, Wrongfully right: applications of semantic figurative metaphors in information visualization, IEEE VIS Arts Program, pp.14-21, 2015.

R. Etemadpour, P. Murray, and A. G. Forbes, Evaluating density-based motion for big data visual analytics, IEEE International Conference on Big Data, pp.451-460, 2014.

G. Fechner, Elements of psychophysics, vol.I, 1966.

D. Fisher, Animation for visualization: opportunities and drawbacks, Beautiful Visualization, chap. 19, pp.329-352, 2010.

K. R. Gegenfurtner and M. J. Hawken, Perceived velocity of luminance, chromatic and non-fourier stimuli: Influence of contrast and temporal frequency, Vision Research, vol.36, issue.9, pp.1281-1290, 1996.

S. Haroz, K. L. Ma, and K. Heitmann, Multiple uncertainties in time-variant cosmological particle data, IEEE Pacific Visualization Symposium, pp.207-214, 2008.

S. Haroz and D. Whitney, Temporal thresholds for feature detection in flow visualization, Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization, vol.10, pp.163-163, 2010.


N. Henry-riche, T. Dwyer, B. Lee, and S. Carpendale, Exploring the design space of interactive link curvature in network diagrams, Proceedings of the International Working Conference on Advanced Visual Interfaces, vol.12, pp.506-513, 2012.

U. Hinrichs, S. Butscher, J. Müller, and H. Reiterer, Diving in at the deep end: the value of alternative in-situ approaches for systematic library search, Proceedings of the CHI Conference on Human Factors in Computing Systems, pp.4634-4646, 2016.

D. Holten, P. Isenberg, J. J. Van-wijk, and J. D. Fekete, An extended evaluation of the readability of tapered, animated, and textured directed-edge representations in node-link graphs, 2011 IEEE Pacific Visualization Symposium, pp.195-202, 2011.
URL : https://hal.archives-ouvertes.fr/inria-00548180

D. E. Huber and C. G. Healey, Visualizing data with motion, Proceedings of IEEE Visualization, pp.527-534, 2005.

M. Itoh, D. Yokoyama, M. Toyoda, Y. Tomita, S. Kawamura et al., Visual exploration of changes in passenger flows and tweets on mega-city metro network, IEEE Transactions on Big Data, vol.2, issue.1, pp.85-99, 2016.


T. Von-landesberger, S. Diel, S. Bremm, and D. W. Fellner, Visual analysis of contagion in networks, Information Visualization, vol.14, issue.2, pp.93-110, 2015.

T. Mcloughlin, R. S. Laramee, R. Peikert, F. H. Post, and M. Chen, Over two decades of integration-based, geometric flow visualization, Computer Graphics Forum, vol.29, pp.1807-1829, 2010.

A. Michotte, The perception of causality. Methuen's manuals of modern psychology, 1963.

T. Nagel, C. Pietsch, and M. Dork, Staged analysis: From evocative to comparative visualizations of urban mobility, VIS Arts Program (VISAP), pp.1-8, 2017.

H. Romat, C. Appert, B. Bach, N. Henry-riche, and E. Pietriga, Animated edge textures in node-link diagrams: A design space and initial evaluation, Proceedings of the CHI Conference on Human Factors in Computing Systems. pp. 187:1-187:13. CHI '18, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01726358

E. Segel and J. Heer, Narrative visualization: Telling stories with data, IEEE transactions on visualization and computer graphics, vol.16, issue.6, pp.1139-1148, 2010.

R. Sekuler, S. Watamaniuk, and R. Blake, Perception of visual motion, Stevens' Handbook of Experimental Psychology: Vol. 1 Sensation and perception, pp.121-176, 2004.

D. R. Smith and A. M. Derrington, What is the denominator for contrast normalisation?, Vision Research, vol.36, issue.23, pp.100-109, 1996.

G. Sotiropoulos, A. R. Seitz, and P. Seriès, Contrast dependency and prior expectations in human speed perception, Vision Research, vol.97, pp.16-23, 2014.

L. S. Stone and P. Thompson, Human speed perception is contrast dependent, Vision Research, vol.32, issue.8, pp.1535-1549, 1992.

D. A. Szafir, Modeling color difference for visualization design, IEEE Transactions on Visualization and Computer Graphics, vol.24, issue.1, pp.392-401, 2018.

C. Ware and R. Bobrow, Motion to support rapid interactive queries on nodelink diagrams, ACM Transactions on Applied Perception, vol.1, issue.1, pp.3-18, 2004.

D. Weiskopf, On the role of color in the perception of motion in animated visualizations, IEEE Visualization, pp.305-312, 2004.


A. Willis and S. J. Anderson, Colour and luminance interactions in the visual perception of motion, Proceedings of the Royal Society of London B: Biological Sciences, vol.269, pp.1011-1016, 1495.

Z. Yong and P. J. Hsieh, Speed-size illusion correlates with retinal-level motion statistics, Journal of vision, vol.17, issue.9, pp.1-1, 2017.