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http://dx.doi.org/10.7583/JKGS.2021.21.6.13

Key words research of players' experience and presence in FPS genre-focusing on game play time and Steam reviews  

Choi, Young-Woo (Visual Culture Dept. Kangwon National University)
Ryu, Seoung-Ho (Visual Culture Dept. Kangwon National University)
Publication Information
Journal of Korea Game Society / v.21, no.6, 2021 , pp. 13-30 More about this Journal
Abstract
This paper analyzed the user's presence experience and player experience in FPS according to game usage time using Steam's review data. Data was obtained through crawling using Python. In analysis result, it was confirmed that issues related to controllable physical presence and uncontrollable social presence emerged in the group with less game use time, and controllable physical presence was changed to controllable social presence in the group with more play timeFurthermore, through player experience analysis, it was found that the keyword "recoil," a factor in game play, was important.
Keywords
Presence; FPS; text mining;
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1 Lombard, M, "Direct responses to people on the screen: Television and personal space.", Communication research, pp. 288-324, 1995.
2 Nass, C., and Moon, Y. "Machines and mindlessness: Social responses to computers.", Journal of social issues, 56(1), pp. 81-103, 2000.   DOI
3 Jin, Y. and Li, J, "When newbies and veterans play together: The effect of video game content, context and experience on cooperation." Computers in Human Behavior 68: pp. 556-563, 2017.   DOI
4 Yoon, S. J. and Lim Y. H., "Analysis of Successful Possibility of CCG Based on Transmedia Storytelling Using Heuristic Evaluation and Game QA", The Korean Jornal of animation, 17(3), pp.167-188, 2021.   DOI
5 Goffman, E., "Embarrassment and social organization.", 1963.
6 Biocca, F. Harms, C. and Burgoon, J. K., "Toward a more robust theory and measure of social presence: Review and suggested criteria.", Presence: Teleoperators & virtual environments, 12(5), pp. 456-480, 2003.   DOI
7 Walther, J. B., "Interpersonal effects in computer-mediated interaction: A relational perspective. Communication research", 19(1), pp. 52-90, 1992   DOI
8 Short, J., Williams, E., and Christie, B, "The social psychology of telecommunications.", Toronto; London; New York: Wiley, 1976.
9 Minsky, M, "Telepresence.", pp. 45-51, 1980.
10 Lee, K. M, "Presence, explicated. Communication theory.", 14 (1), pp 27-50, 2004.   DOI
11 Li, X., Zhang, Z., and Stefanidis, K. "A data-driven approach for video game playability analysis based on players' reviews", Information, 12(3), 129, 2021.   DOI
12 Poels, K., De Kort, Y. and IJsselsteijn, W. "Identification and categorization of digital game experiences: a qualitative study integrating theoretical insights and player perspectives." Westminster Papers in Communication and Culture, 9(1), pp. 107-129, 2012.   DOI
13 Rice, R. E. and Case, D., "Electronic message systems in the university: A description of use and utility.", Journal of communication, pp. 131-152, 1983.
14 Xu, K., and Lombard, M., "Persuasive computing: Feeling peer pressure from multiple computer agents.", Computers in Human Behavior, 74, pp. 152-162, 2017.   DOI
15 Jeong, J. H. and Ryu, S. H, "A Study on Collaboration Mechanism in Online FPS Game - Focused on the Reciprocal View -", Journal of Cyber communication Academic Society, 34(1), pp. 49-106. 2017.
16 Reeves, B. and Nass, C, "The media equation. How people treat computers, television and new media like real people and places.", Stanford: CSLI Publishing, 1996.
17 Cummings, J. J., and Bailenson, J. N., "How immersive is enough? A meta-analysis of the effect of immersive technology on user presence.", Media Psychology , 19 (2), pp. 272-309, 2016.   DOI
18 Shaffer, D. W., Collier, W., and Ruis, A. R. "A tutorial on epistemic network analysis: Analyzing the structure of connections in cognitive, social, and interaction data." Journal of Learning Analytics, 3(3), pp. 9-45, 2016.   DOI
19 Lim, J., and Richardson, J. C., "Exploring the effects of students' social networking experience on social presence and perceptions of using SNSs for educational purposes.", The Internet and Higher Education, 29, pp. 31-39. 2016.   DOI
20 Wirth, W, et al. "A process model of the formation of spatial presence experiences.", Media psychology 9.3 pp. 493-525, 2007.   DOI
21 Lee, K. M., "Why presence occurs: Evolutionary psychology, media equation, and presence.", Presence: Teleoperators & Virtual Environments, 13(4), pp. 494-505, 2004.   DOI
22 Lim, Y. H., Kim, S. W., Nam, S., Chun, K. W., & Kim, M, "A Comparison of Current Trends in Soil Erosion Research Using Keyword Co-occurrence Analysis." Korean Journal of Environment and Ecology, 34(5), pp. 413-424, 2020   DOI
23 Oh, C. S., Bailenson, J. N., and Welch, G. F., "A systematic review of social presence: Definition, antecedents, and implications.", Frontiers in Robotics and AI, 5, pp. 114, 2018.   DOI
24 Hou, J, et al., "Effects of screen size, viewing angle, and players' immersion tendencies on game experience." Computers in Human Behavior, 28(2), pp. 617-623, 2012.   DOI
25 Schumann, S. et al. "When is computer-mediated intergroup contact most promising? Examining the effect of out-group members' anonymity on prejudice.", Computers in Human Behavior, 77: pp. 198-210, 2017.   DOI
26 Kim, K. et al. "The Influence of Real Human Personality on Social Presence with a Virtual Human in Augmented Reality.", In: ICAT-EGVE, pp. 115-122, 2016.
27 Pittman, M., and Reich, B, "Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words". Computers in Human Behavior, 62, pp. 155-167, 2016.   DOI
28 PENA, J. et al. "Effects of human vs. computer-controlled characters and social identity cues on enjoyment.", Journal of Media Psychology, pp. 35-47, 2017.
29 CROES, E. A. et al, "Teasing apart the effect of visibility and physical co-presence to examine the effect of CMC on interpersonal attraction.", Computers in Human Behavior, 55: pp. 468-476, 2016.   DOI
30 Robb, A. et al, "Training together: How another human trainee's presence affects behavior during virtual human-based team training.", Frontiers in ICT, 3, pp. 17, 2016.
31 Rebenitsch, L., and Owen, C. "Review on cybersickness in applications and visual displays.", Virtual Reality, 20(2), pp. 101-125, 2016.   DOI
32 Lee, H. and Chung. D, "Influence of gaming display and controller on perceived characteristics, perceived interactivity, presence, and discomfort.", International Conference on Human-Computer Interaction. Springer, Berlin, Heidelberg, pp.258-265, 2013.
33 Gandy, M. et al., "Experiences with an AR evaluation test bed: Presence, performance, and physiological measurement.", 2010 IEEE International Symposium on Mixed and Augmented Reality. IEEE, pp. 127-136, 2010.
34 Kwon, H. I., Rhee, H. J. and Park, J. W., "Exploring the Immersion Degree Difference Between 3D and 2D: Focus on Action-Adventure Game", The Journal of the Korea Contents Association, 11(1), pp. 157-164, 2011   DOI
35 Skalski, P. and Whitbred, R., "Image versus sound: A comparison of formal feature effects on presence and video game enjoyment". PsychNology Journal, 8(1), pp. 67-84, 2010.
36 Jeong, E. J., Biocca, F. A. and Bohil, C. J., "Advertising effects through violent virtual experience-Presence, arousal, brand memory and attitude in 3D violent games.", studies, 5(6), 7., 2009.
37 Kern, M. L., Park, G., Eichstaedt, J. C., Schwartz, H. A., Sap, M., Smith, L. K., and Ungar, L. H, "Gaining insights from social media language: Methodologies and challenges", Psychological methods, 21(4), 507, 2016.   DOI
38 Felnhofer, A., Heinzle, A. K., and Kothgassner, O. D., "Game experience and behavior in young women: A comparison of interface technologies." Proceedings of the Usability Day XI, pp. 1-6. 2013.
39 ISO 9241-11:2018(en), "Ergonomics of human -system interaction - Part 11: Usability: Definitions and concepts".
40 Denisova, A., Nordin, A. I. and Cairns, P, "The convergence of player experience questionnaires", In Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play, pp. 33-37, 2016.
41 Brade, J., Lorenz, M., Busch, M., Hammer, N., Tscheligi, M., and Klimant, P, "Being there again-Presence in real and virtual environments and its relation to usability and user experience using a mobile navigation task",. International Journal of Human-Computer Studies, 101, pp. 76-87, 2017.   DOI
42 Ferreira, M., Rolim, V., Mello, R. F., Lins, R. D., Chen, G., and Gasevic, D, "Towards automatic content analysis of social presence in transcripts of online discussions." In Proceedings of the tenth international conference on learning analytics & knowledge, pp. 141-150, 2020.
43 Lim, S. and Reeves, B., "Being in the game: Effects of avatar choice and point of view on psychophysiological responses during play.", Media psychology, 12(4), pp. 348-370, 2009.   DOI
44 White, G. R. "The playthrough evaluation framework: reliable usability evaluation for video games", Doctoral dissertation, University of Susse, 2014.
45 Paavilainen, Janne. "Defining playability of games: functionality, usability, and gameplay", pp. 55-64. 10.1145/3377290.3377309, 2020.   DOI