Personality, Culture, and System Factors - Impact on Affective Response to Multimedia

Guntuku, Sharath Chandra and Scott, Michael and Ghinea, Gheorghita and Lin, Weisi (2016) Personality, Culture, and System Factors - Impact on Affective Response to Multimedia. Working Paper. UNSPECIFIED. (Submitted)

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Official URL: https://arxiv.org/abs/1606.06873v2

Abstract / Summary

Whilst affective responses to various forms and genres of multimedia content have been well researched, precious few studies have investigated the combined impact that multimedia system parameters and human factors have on affect. Consequently, in this paper we explore the role that two primordial dimensions of human factors - personality and culture - in conjunction with system factors - frame rate, resolution, and bit rate - have on user affect and enjoyment of multimedia presentations. To this end, a two-site, cross-cultural study was undertaken, the results of which produced three predictve models. Personality and Culture traits were shown statistically to represent 5.6% of the variance in positive affect, 13.6% in negative affect and 9.3% in enjoyment. The correlation between affect and enjoyment, was significant. Predictive modeling incorporating human factors showed about 8%, 7% and 9% improvement in predicting positive affect, negative affect and enjoyment respectively when compared to models trained only on system factors. Results and analysis indicate the significant role played by human factors in influencing affect that users experience while watching multimedia.

Item Type: Report or Working Paper (Working Paper)
Subjects: Computer Science, Information & General Works
Communication > Media > Digital Media
Research
Science
Technology
Courses by Department: The Games Academy > Digital Games
Depositing User: Michael Scott
Date Deposited: 03 Oct 2016 14:18
Last Modified: 04 Nov 2016 10:07
URI: http://repository.falmouth.ac.uk/id/eprint/1760

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