REFERENCES
- Bauerly , M. and Liu , Y. 2006 . Computational modeling and experimental investigation of effects of compositional elements on interface and design aesthetics . International Journal of Human Computer Studies , 64 : 670 – 682 .
- Bauerly , M. and Liu , Y. 2008 . Effects of symmetry and number of compositional elements on interface and design aesthetics . International Journal of Human-Computer Interaction , 24 : 275 – 287 .
- Bauerly , M. and Liu , Y. 2009 . Using Interactive Genetic Algorithms (IGA) for aesthetic interface design . International Journal of Human Computer Interaction , 25 : 155 – 166 .
- Burges , C. J. C. 1998 . A tutorial on support vector machines for pattern recognition . Data Mining and Knowledge Discovery , 2 : 121 – 167 .
- Chang, C. C. and Lin, C. J. (2009). LIBSVM—A library for support vector machines http://www.csie.ntu.edu.tw/~cjlin/libsvm/ (http://www.csie.ntu.edu.tw/~cjlin/libsvm/)
- Galitz , W. O. 2002 . The essential guide to user interface design: An introduction to GUI design principles and techniques , 2nd , New York : Wiley .
- Hallnas , L. and Redstrom , J. 2002 . From use to presence: On the expressions and aesthetics of everyday computational things . ACM Transactions on Computer-Human Interaction , 9 : 106 – 124 .
- Jordan , P. W. 1997 . Human factors for pleasure in product use . Applied Ergonomics , 29 ( 1 ) : 25 – 33 .
- Keerthi , S. S. and Lin , C. J. 2003 . Asymptotic behaviors of support vector machines with Gaussian kernel . Neural Computation , 15 : 1667 – 1689 .
- Keister , R. S. and Gallaway , G. R. Making software user friendly: An assessment of data entry performance . Human Factors Society 27th Annual Meeting Proceedings . pp. 1031 – 1034 .
- Kim , J. , Lee , J. and Choi , D. 2003 . Designing emotionally evocative homepages . International Journal of Human-Computer Studies , 59 : 899 – 940 .
- Liu , Y. 2003a . The aesthetic and the ethic dimensions of human factors and design . Ergonomics , 46 : 1293 – 1305 .
- Liu , Y. 2003b . Engineering aesthetics and aesthetic ergonomics: Theoretical foundations and a dual-process research methodology . Ergonomics , 46 : 1273 – 1292 .
- Schmidt , K. , Liu , Y. and Sridharan , S. 2009 . Web page aesthetics and performance: Design variables and their effects . Ergonomics , 52 : 631 – 643 .
- Sears , A. 1993 . Layout appropriateness: A metric for evaluating user interface wideget layout . IEEE Transactions on Software Engineering , 19 : 707 – 719 .
- Smola , A. J. and Scholkopf , B. 2004 . A tutorial on support vector regression . Statistics and Computing , 14 : 199 – 222 .
- Streveler , D. J. and Wasserman , A. I. Quantitative measures of the spatial properties of screen designs . INTERACT '84 Conference Proceedings . pp. 125 – 133 .
- Tractinsky , N. Aesthetics and apparent usability: Empirically assessing cultural and methodological issues . CHI '97: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems . pp. 115 – 122 .
- Tullis , T. S. 1981 . An evaluation of alphanumeric, graphic, and color information displays . Human Factors , 23 : 541 – 550 .
- Tullis , T. S. 1983 . The formatting of alphanumeric displays: A review and analysis . Human Factors , 25 : 657 – 682 .
- Tullis , T. S. A computer-based tool for evaluating alphanumeric displays . Proceedings of INTERACT '84 Conference on Human-Computer Interaction . pp. 715 – 723 .
- Tullis , T. S. 1988a . “ Screen design ” . In Handbook of human–computer interaction , Edited by: Helander , M. 377 – 411 . Amsterdam, , the Netherlands : Elsevier Science .
- Tullis , T. S. 1988b . “ A system for evaluating screen formats: Research and application ” . In Advances in human-computer interaction , Edited by: Hartson , H. R. and Hix , D. Vol. 2 , 214 – 286 . Norwood, NJ : Ablex .
- Vapnik , V. 1995 . The nature of statistical learning theory , New York, NY : Springer .