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Eye Gaze Information and Game Level Design according to FPS Gameplay Beats

  • Choi, GyuHyeok (Department of Visual Contents, Graduate School of Dongseo University) ;
  • Kim, Mijin (Division of Digital Contents, Dongseo University)
  • 투고 : 2018.06.19
  • 심사 : 2018.08.16
  • 발행 : 2018.09.30

초록

Player's actions in a game occur in the process of gameplay experiences in a play space designed by the developer according to preset gameplay beats. Focusing on beats that induce a first-person shooter (FPS) game's main gameplay, this paper analyzes the differences in eye gaze information found in different players during the course of gameplay. For this research goal, the study divides the beat areas in which play actions appear in association with gameplay beats at a typical FPS game level, repeatedly conducts tests in accordance with a player's experience level (novice and expert group), and collects and analyzes eye gaze information data in three types of beat areas. The analysis result suggests concrete guidelines for game level design for different beat areas based on an FPS game player's experience level. This empirical experiment method and result can lessen repetitive modification work for game level design and consequently be utilized for optimizing the game level to the developer's intention.

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참고문헌

  1. M. S. El-Nasr, A. Drachen, and A. Canossa, Game Analytics: Maximizing the Value of Player Data. London: Springer, 2013. DOI: 10.1007/978-1-4471-4769-5.
  2. A. Drachen, "Behavioral telemetry in games user research," in Game User Experience Evaluation.). Cham: Springer, pp. 135-165, 2015. DOI: 10.1007/978-3-319-15985-0_7.
  3. A. Drachen and A. Canossa, "Analyzing spatial user behavior in computer games using geographic information systems," in Proceedings of the 13th International MindTrek Conference: Everyday Life in the Ubiquitous Era, Tampere, Finland, pp. 182-189, 2009. DOI: 10.1145/1621841.1621875.
  4. L. Nacke and C. A. Lindley, "Flow and immersion in first-person shooters: measuring the player's gameplay experience," in Proceedings of the 2008 Conference on Future Play: Research, Play, Share, Toronto, Canada, pp. 81-88, 2008. DOI: 10.1145/1496984.1496998.
  5. Y. C. Cheon and M. J. Kim, "A proposal of level design guidelines through attribute analysis of cover pattern on FPS game by theme," Journal of Korea Game Society, vol. 12, vo. 5, pp. 35-48, 2012. DOI: 10.7583/JKGS.2012.12.5.35.
  6. S. K. Choi, D. H. Kim, and Y. O. Kim, "A study on the placement of game objects using space syntax," Journal of Korea Game Society, vol. 12, no. 5, pp. 43-55, 2012. DOI: 10.7583/JKGS.2012.12.5.43.
  7. K. Hullett and J. Whitehead, "Design patterns in FPS levels," in Proceedings of the 5th International Conference on the Foundations of Digital Games, Monterey, CA pp. 78-85, 2010. DOI: 10.1145/1822348.1822359.
  8. G. Choi and M. Kim, "Player behavior analytics on planned level design patterns in multiplayer FPS," in Proceedings of the 3rd International Conference on the Smart Media Applications, Chiang Mai, Thailand, pp. 196-199, 2014.
  9. P. Co, Level Design for Games: Compelling Game Experiences. Berkeley, CA: New Riders Games, 2006.
  10. M. Davies, "Examining game pace: how single-player levels tick," 2009 [Internet], Available: https://www.gamasutra.com/view/feature/132415/examining_game_pace_how_.php.
  11. B. Nadella, "Eye detection and tracking and eye gaze estimation," Asia-Pacific Journal of Convergent Research Interchange, vol. 1, no. 2, pp. 25-41, 2015. DOI: 10.21742/apjcri.2015.06.04.
  12. S. A. Johansen, M. Norgaard, and J. R. Soerensen, "Can eye tracking boost usability evaluation of computer games?," in Proceedings of Conference on Human Factors in Computing Systems (CHI), Florence, Italy, 2008.
  13. D. E. Rani, "Performance analyses and comparison of eye detection techniques," International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 8, no. 4, pp. 135-144, 2015. DOI: 10.142587/ijsip.2015.8.4.12.
  14. G. Choi and M. Kim, "Analysis of players' eye-movement patterns by playing experience in FPS game," Smart Media Journal, vol. 5, no. 2, pp. 33-41, 2016.
  15. G. Choi, and M. Kim, "Eye gaze information of player using objects in FPS game space," in Proceedings of 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE), Nagoya, Japan, pp. 1-3, 2017. DOI: 10.1109/GCCE.2017.8229420.
  16. G. Choi and M. Kim, "Characteristics of gaze information according to player's experience under searching spaces of FPS games," in Proceedings of the 2nd International Conference on Culture Technology (ICCT), Tokyo, Japan, pp. 258-261, 2017.
  17. Tobii Pro X2-30 eye-tracker [Internet], Available: https://www.tobiipro.com/ko/product-listing/tobii-pro-x2-30/.