Abstract
The main purpose of this work is to analyse the influence of questions given in perceptual experiments on the reliability of received results. The problem have been investigated in literature, however in a form of theoretical discussion rather than quantitative evaluation. Therefore in the paper in include quantitative evaluation and results visualization. Nevertheless the main novelty is employment of human cognitive style for research questions problem. The analysis was supported with FRIS\(\textregistered \) [7] that is a psychometric model and also an inventory for cognitive styles measurement. We conduct the user study in order to investigate the way the observers understand research question given during the experiment execution. Therefore two kinds of questions were employed to the experiment: the one not suggesting a response or the one suggesting an answer. In researches we focused on the images’ objects that attach observer’s attention dependent on a structure of a given question. The obtained results were submitted to statistical analysis that proved that correctness of experimental results is highly correlated to the way the research question is designed. The questions that suggesting the answer affects the outcome of the perceptual experiment and make them unreliable. The results confirmed that the human cognitive style is highly correlated with the research questions interpretation.
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References
Ausburn, L.J., Ausburn, F.B.: Cognitive styles: some information and implications for instructional design. Educ. Commun. Technol. 26, 337–354 (1978)
Berry, D.C., Broadbent, D.E.: Interactive tasks and the implicit - explicit distinction. Br. J. Psychol. 79(2), 251–272 (1988)
Carpenter, P.A., Shah, P.: A model of the perceptual and conceptual processes in graph comprehension. J. Exp. Psychol. Appl. 4(2), 75–100 (1998)
Clark, C.M.: Asking the right questions about teacher preparation: contributions of research on teacher thinking. Educ. Res. 17(2), 5–12 (1988)
Floyd, F.J.: Improving Survey Questions: Design and Evaluation, vol. 38. Sage, Thousand Oaks (1995)
Floyd, F.J.: Survey Research Methods. Sage Publications, Thousand Oaks (2013)
Samborska-Owczarek, A.: FRIS Thinking Styles Inventory, January 2018. https://fris.pl/FRIS-validity-data.eps
Samborska-Owczarek, A.: FRIS Thinking Styles Inventory. https://fris.pl
ITU-R.REC.BT.500-11: Methodology for the subjective assessment of the quality for television pictures (2002)
Jacoby, L.L., Dallas, M.: On the relationship between autobiographical memory and perceptual learning. J. Exp. Psychol. Gener. 110(3), 306 (1981)
Kozhevnikov, M.: Cognitive styles in the context of modern psychology: toward an integrated framework of cognitive style. Psychol. Bull. Am. Psychol. Assoc. 133(3), 464–481 (2007)
Levin, D.T.: Race as a visual feature: using visual search and perceptual discrimination tasks to understand face categories and the cross-race recognition deficit. J. Exp. Psychol. Gener. 129(4), 559–574 (2000)
Mantiuk, R.K., Mantiuk, R., Tomaszewska, A., Heidrich, W.: Color correction for tone mapping. Comput. Graph. Forum 28, 193–202 (2009)
Mantiuk, R.K., Tomaszewska, A., Mantiuk, R.: Comparison of four subjective methods for image quality assessment. Comput. Graph. Forum 31(8), 2478–2491 (2012)
McLeod, S.A.: Perceptual set (2007). https://www.simplypsychology.org/perceptual-set.html. Accessed 19 Jan 2018
Messick, S.: Personality consistencies in cognition and creativity. In: Messick, S. (ed.) Individuality in Learning, pp. 4–23. Jossey-Bass, San Francisco (1976)
Reber, R., Winkielman, P., Schwarz, N.: Effects of perceptual fluency on affective judgments. Psychol. Sci. 9(1), 45–48 (1998)
Riding, R.J., Rayner, S.G.: International Perspectives on Individual Differences: Cognitive Styles. Ablex Publishing, Stamford, CT (1998). (Riding, R.J., Staley, A.)
Sternberg, R.J., Zhang, L.: Perspectives on Thinking, Learning, and Cognitive Styles. Educational Psychology Series. Taylor and Francis, UK (2001)
Tomaszewska (Lewandowska), A.: Scene reduction for subjective image quality assessment. J. Electron. Imaging 25(1), 013015-1–013015-13 (2016)
Lewandowska, A., Samborska-Owczarek, A., Dzisko, M.: Contrast perception across human cognitive style. In: Campilho, A., Karray, F., ter Haar Romeny, B. (eds.) ICIAR 2018. LNCS, vol. 10882, pp. 345–352. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-93000-8_39
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We would like to give a special thanks to Marcelina Ginalska for helping us in conducting perceptual experiment.
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Dziśko, M., Lewandowska, A., Samborska-Owczarek, A. (2018). Does the Research Question Structure Impact the Attention Model? User Study Experiment. In: Chmielewski, L., Kozera, R., Orłowski, A., Wojciechowski, K., Bruckstein, A., Petkov, N. (eds) Computer Vision and Graphics. ICCVG 2018. Lecture Notes in Computer Science(), vol 11114. Springer, Cham. https://doi.org/10.1007/978-3-030-00692-1_42
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