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Collective Sentiments and Users' Feedback to Game Contents : Analysis of Mobile Game UX based on Social Big Data Mining
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  • Journal title : Journal of Korea Game Society
  • Volume 15, Issue 4,  2015, pp.145-156
  • Publisher : Korea Game Society
  • DOI : 10.7583/JKGS.2015.15.4.145
 Title & Authors
Collective Sentiments and Users' Feedback to Game Contents : Analysis of Mobile Game UX based on Social Big Data Mining
Cheon, Youngjoon; Kwak, Kyu Tae;
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 Abstract
Existing researches have been limited to one-dimensional analysis of game experience (enjoyment, addictive user, usability). However, we considered to analyze complex sentiments of mobile game users due to diffusion of multitasking in these days. In this study, We focused on 'collective sentiments' of mobile game users and studied 'connected emotions and mental model' of them. To support theoretical assumption, we analyzed social data which reflect intention and unintended behavior of users. As a result, multiple consumption of service, diversified patterns of information recommendation and quest experience based on networking were critical to mobile game UX.
 Keywords
Collective Emotion;Mobile Game;KakaoGame;User Experience;
 Language
Korean
 Cited by
 References
1.
Kurkovsky, S., "Engaging students through mobile game development", ACM SIGCSE Bulletin, Vol. 41, No. 1, pp. 44-48, 2009. crossref(new window)

2.
Ermi, Laura, & Frans Mayra. "Player-centred game design: Experiences in using scenario study to inform mobile game design", Game Studies, Vol. 5, No. 1, 2005.

3.
Sintoris, C., Stoica, A., Papadimitriou, I., Yiannoutsou, N., Komis, V. & Avouris, N., "Museum Scrabble: Design of a mobile game for children's interaction with a digitally augmented cultural space", International Journal of Mobile Human Computer Interaction (IJMHCI), Vol. 2, No. 2, pp. 53-71, 2010. crossref(new window)

4.
Mubin, Omar, Suleman Shahid, & Abdullah Al Mahmud, "Walk 2 Win: towards designing a mobile game for elderly's social engagement", Proceedings of the 22nd British HCI Group Annual Conference on People and Computers: Culture, Creativity, Interaction Vol. 2, British Computer Society, pp. 11-14, 2008.

5.
Boll, S., Jens Krosche, & Christian Wegener, "Paper chase revisited: a real world game meets hypermedia", Proceedings of the fourteenth ACM conference on Hypertext and hypermedia, pp. 126-127, 2003.

6.
Ceipidor, U. B. Medaglia, C. M. Perrone, A., De Marsico, M., & Di Romano, G., "A museum mobile game for children using QR-codes", In Proceedings of the 8th International Conference on Interaction Design and Children, ACM, pp. 282-283, 2009.

7.
Ermi, Laura, & Frans Mayra, "Challenges for pervasive mobile game design: examining players' emotional responses", Proceedings of the 2005 ACM SIGCHI International Conference on Advances in Computer Entertainment Technology, ACM, pp. 371-372, 2005.

8.
Xu, Zhengchuan, Ofir Turel, & Yufei Yuan, "Online game addiction among adolescents: motivation and prevention factors", European Journal of Information Systems, Vol. 21, No. 3, pp. 321-340, 2012. crossref(new window)

9.
Jeong, Eui-Jun, and Doo Hwan Kim, "Social activities, self-efficacy, game attitudes, and game addiction", Cyber Psychology, Behavior, and Social Networking, Vol. 14, No. 4, pp. 213-221, 2011. crossref(new window)

10.
Centola, Damon & Macy, Michael, "Complex contagions and the weakness of long ties", American Journal of Sociology, Vol. 113, No. 3, pp. 702-734, 2007. crossref(new window)

11.
Rank, S., "Docking agent based simulation of collective emotion to equation-based models and interactive agents", Proceedings of the 2010 Spring Simulation Multiconference, Society for Computer Simulation International, 2010.

12.
Robins, Kevin, "Collective emotion and urban culture", na, 1995.

13.
Smith, K. K. & Stuart D. C., "Exploring collective emotion", American Behavioral Scientist (pre-1986), Vol. 27, No. 6, pp. 813, 1984.

14.
Barsade, S. G., & Donald E. Gibson, "Group emotion: A view from top and bottom", Research on Managing Groups and Teams, Vol. 1, pp. 81-102, 1998.

15.
Granovetter, M., "Economic action and social structure: the problem of embeddedness", American Journal of Sociology, Vol. 91, pp. 481-510. 1985. crossref(new window)

16.
Song, G. Y., Cheon, Y., Lee, K., Lim, H., Chung, K. Y., & Rim, H. C., "Multiple categorizations of products: cognitive modeling of customers through social media data mining", Personal and Ubiquitous Computing, Vol. 18, No. 6, pp. 1387-1403, 2014. crossref(new window)

17.
Kim, Jinwoo, Jooeun Lee, & Dongseong Choi, "Designing emotionally evocative homepages: an empirical study of the quantitative relations between design factors and emotional dimensions", International Journal of Human Computer Studies, Vol. 59, No. 6, pp. 899-940, 2003. crossref(new window)

18.
Jeong, Eui-Jun, Biocca, F. A. & Min Kyu Kim, "Realism Cues and Memory in Computer Games: Effects of Violence Cues on Arousal, Engagement, and Memory", Journal of Korea Game Society, Vol. 11, No. 4, pp. 127-142, 2011.

19.
Yoon, Sun-Jung, "A Design of Serious Game Metadata Schema for Reliability and Compatibility", Journal of Korea Game Society, Vol. 10, No. 3, pp. 73-82, 2010.

20.
Choi, Seong-Rak, "A Study on the Regulation of Real Money Trade in On-line Game", Journal of Korea Game Society, Vol. 7, No. 2, pp. 41-52, 2007.