. R. Arnheim, Art and Visual Perception, 1954.

M. Aspillaga, Screen design: Location of information and its effects on learning, Journal of Computer-Based Instruction, pp.89-92, 1991.

O. W. Bartelsen, M. G. Petersen, and S. Pold, Aesthetic Approaches to Human- Computer Interaction, NordiCHI, Workshop, 2004.

A. Blandford, A. L. Cox, and P. Cairns, Controlled experiments, Research Methods for Human-Computer Interaction, pp.1-16, 2011.
DOI : 10.1017/CBO9780511814570.002

A. Blum and T. Mitchell, Combining labeled and unlabeled data with co-training, Proceedings of the eleventh annual conference on Computational learning theory , COLT' 98, pp.92-100, 1998.
DOI : 10.1145/279943.279962

URL : http://axon.cs.byu.edu/~martinez/classes/678/Papers/Mitchell_cotraining.pdf

D. A. Dondis, A Primer of Visual Literacy, 1973.

W. Galitz, The essential guide to user interface design: an introduction to GUI design principles and techniques, 1997.

J. Heines, Screen Design Strategies for Computer-assisted Instruction, 1984.

C. Y. Lai, P. H. Chen, S. W. Shih, Y. Liu, and J. S. Hong, Computational models and experimental investigations of effects of balance and symmetry on the aesthetics of textoverlaid images, International Journal of Human-Computer Studies, pp.68-109, 2010.

T. Lavie and N. Tractinsky, Assessing dimensions of perceived visual aesthetics of web sites, International Journal of Human-Computer Studies, vol.60, issue.3, pp.269-298, 2004.
DOI : 10.1016/j.ijhcs.2003.09.002

G. Lindgaard, C. Dudek, D. Sen, L. Sumegi, and L. Noonan, An exploration of relations between visual appeal, trustworthiness and perceived usability of homepages, ACM Transactions on Computer-Human Interaction, vol.18, issue.1, p.1, 2011.
DOI : 10.1145/1959022.1959023

J. Maquet, The Aesthetic Experience, 1986.

M. Moshagen and M. T. Thielsch, Facets of visual aesthetics, International Journal of Human-Computer Studies, vol.68, issue.10, pp.689-709, 2010.
DOI : 10.1016/j.ijhcs.2010.05.006

D. C. Ngo, L. S. Teo, and J. G. Byrne, Modelling interface aesthetics, Information Sciences, vol.152, pp.25-46, 2003.
DOI : 10.1016/S0020-0255(02)00404-8

D. A. Norman, Introduction to This Special Section on Beauty, Goodness, and Usability, Human-Computer Interaction, vol.12, issue.4, pp.311-318, 2004.
DOI : 10.1016/S0953-5438(00)00031-X

M. Pandir and J. Knight, Homepage aesthetics: The search for preference factors and the challenges of subjectivity, Interacting with Computers, vol.18, issue.6, pp.1351-1370, 2006.
DOI : 10.1016/j.intcom.2006.03.007

S. Park, D. Choi, and J. Kim, Critical factors for the aesthetic fidelity of web pages: empirical studies with professional web designers and users, Interacting with Computers, vol.16, issue.2, pp.127-145, 2004.
DOI : 10.1016/j.intcom.2003.07.001

M. G. Petersen, L. Hallinas, and R. J. Jacob, Introduction to special issue on the aesthetics of interaction, ACM Transactions on Human-Computer Interaction, vol.15, issue.4, 2008.

S. Reilly and J. Roach, Improved Visual Design for Graphics Display, IEEE Computer Graphics and Applications, vol.4, issue.2, pp.42-51, 1984.
DOI : 10.1109/MCG.1984.275940

P. V. Schaik and J. Ling, Five psychometric scales for online measurement of the quality of human-computer interaction in web sites, International Journal of Human-Computer Interaction, vol.18, pp.3-309, 2005.

K. Schmidt, Y. Liu, and S. Sridvasan, Webpage aesthetics, performance and usability: Design variables and their effects, Ergonomics, vol.22, issue.6, pp.631-643, 2009.
DOI : 10.1080/00207590701396674

D. Shyam and S. Bhattacharya, A Model to Evaluate Aesthetics of Short Videos, Proc. 10th Asia Pacific Conference on Computer Human Interaction Matsue, pp.315-324, 2012.

M. Szabo and H. Kanuka, Effects of violating screen design principles of balance, unity and focus on recall learning, study time, and completion rates, Proc. ED-Media/ED-Telecom 98 Conference, 1998.

S. C. Toh, Cognitive and Motivational Effects of Two Multimedia Simulation Presentation Modes on Science Learning, 1998.

N. Tractinsky, Aesthetics and apparent usability, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '97, 1997.
DOI : 10.1145/258549.258626

N. Tractinsky, Does aesthetics matter in human computer interaction?, Mensch and Computer, pp.29-42, 2005.

N. Tractinsky and M. Hassenzhal, Arguing for aesthetics in human-computer interaction. icom, Z. Interakt. Koop. Medien, pp.66-68, 2005.
DOI : 10.1524/icom.2005.4.3.66

N. Tractinsky, A. Shoval-katz, and D. Ikar, What is beautiful is usable, Interacting with Computers, vol.13, issue.2, pp.127-145, 2000.
DOI : 10.1016/S0953-5438(00)00031-X

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=

T. S. Tullis, An evaluation of alphanumeric, graphic, and colour information displays, Human Factors, vol.23, pp.541-550, 1981.

T. S. Tullis, Predicting the Usability of Alphanumeric Displays, 1984.

T. S. Tullis, Screen design, Handbook of Human-Computer Interaction, pp.377-411, 1988.