Procedural design in digital games: Space and environment interaction in No Man’s Sky
Keywords:
Procedural design, Game design, Environment design, Third-person game, No Man’s SkyAbstract
This study analyzes the effects of procedural design on the space and environment in No Man’s Sky. The research includes 300,000 comments from Steam gaming platform users between 2016 and 2024. Player comments were analyzed using the following categories to understand players’ experiences of space and environmental interaction: “creativity and possibilities,” “environment and space design,” “environmental interaction and dynamism,” “exploration and diversity,” “game mechanics,” “procedural generation,” and “repetition and predictability.” Word frequency, thematic analysis, and sentiment analysis were used to assess players’ perceptions of procedural design. The findings suggest that despite the procedural design’s freedom of exploration and visual variety, players generally perceive the experience with neutral emotions. Repetitive designs and limitations were found to reduce player satisfaction. The impact of innovative content was limited. This study highlights the potential of procedural design to create aesthetics, functionality, and individualized experiences in game design. The procedural design should be optimized in future studies to create stronger emotional effects, and the design processes should be restructured based on insights from player comments.
References
Anderson, C., Bailey, C., Heumann, A., & Davis, D. (2018). Augmented space planning: Using procedural generation to automate desk layouts. International Journal of Architectural Computing, 16(2), 164-177. https://doi.org/10.1177/1478077118778586
Barret, L., Vance, C., & Youngblood, M. (2011, June 28). Lessons in user interface design in the procedural city generation for games tool Urban PAD. [Conference presentation]. PCGames 2011: 2nd International Workshop on Procedural Content Generation in Games, Bordeaux, France. https://dl.acm.org/doi/proceedings/10.1145/2000919
Bogost, I. (2007). Persuasive games: The expressive power of videogames. MIT Press.
Cardona-Rivera, R. E. (2017, February 4). Cognitively-grounded procedural content generation. [Conference presentation]. Whats’s Next for AI in Games? Workshop at the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), San Francisco, CA, United States. https://aaai.org/papers/aaaiw-ws0286-17-15083/
Carpenter, J. (2022). The aesthetics of human–machine interaction: Generative textuality in Hello Games’s No Man’s Sky. Journal of Aesthetics and Phenomenology, 9(2), 173-190. https://doi.org/10.1080/20539320.2022.2150464
Compton, K. (2016). 10,000 bowls of oatmeal. Vice. https://vice.com/en/article/10k-oatmeal (08.10.2024).
Craveirinha, R., & Roque, L. G. (2015). Designing games with procedural content generation: An authorial approach. In CHI ’15: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (pp. 1199-1204). ACM.
Craveirinha, R., & Roque, L. G. (2015). Studying an author-oriented approach to procedural content generation through participatory design. In International Conference on Evolutionary Computation (pp. 1-12). https://doi.org/10.1007/978-3-319-24589-8_30
Flick, C., Doughty, M., & Reinhard, A. (2017). Exploring simulated game worlds: Ethics in the No Man’s Sky archaeological survey. Orbit, 1(2), 1-13. https://doi.org/10.29297/orbit.v1i2.46
Galdieri, R., Longobardi, A., De Bonis, M., & Carrozzino, M. A. (2021, September 7-10). Users’ evaluation of procedurally generated game levels. [Conference presentation]. 8th International Conference on Augmented Reality, Virtual Reality, and Computer Graphics (AVR 202, virtual event), Otranto, Italy. https://doi.org/10.1007/978-3-030-87595-4_4
Hello Games (n.d.). Hello Games official website. Hello Games. https://hellogames.org (08.10.2024).
Hunicke, R., LeBlanc, M., & Zubek, R. (2004, July 25-26). MDA: A formal approach to game design and game research [Conference presentation]. Challenges in Game AI Workshop at the Nineteenth National Conference on Artificial Intelligence (AAAI-04), San Jose, CA, United States. https://users.cs.northwestern.edu/~hunicke/MDA.pdf
Juul, J. (2005). Half-real: Video games between real rules and fictional worlds. MIT Press.
Lienhard, S., Lau, C., Müller, P., Wonka, P., & Pauly, M. (2017). Design transformations for rule-based procedural modeling. Computer Graphics Forum, 36(2), 21-30. https://doi.org/10.1111/cgf.13105
Reinhard, A. (2021). Archaeology of abandoned human settlements in No Man’s Sky: A new approach to recording and preserving user-generated content in digital games. Games and Culture, 16(6), 855-884. https://doi.org/10.1177/15554120211005236
Rickards, S. (2024). No Man’s Sky Steam reviews [Data set]. Kaggle. https://www.kaggle.com/datasets/filas1212/no-mans-sky-steam-reviews-as-of-july-18-2024 (16.09.2024).
Salen, K., & Zimmerman, E. (2004). Rules of play: Game design fundamentals. MIT Press.
Santos, D., Zagalo, N., & Morais, C. (2023). Players’ perception of the chemistry in the video game No Man’s Sky. Simulation & Gaming, 54(3), 375-394. https://doi.org/10.1177/10468781231169301
Schwarz, M., & Wonka, P. (2014). Procedural design of exterior lighting for buildings with complex constraints. ACM Transactions on Graphics, 33(2), 1-16. https://doi.org/10.1145/2629573
Smith, A. M., & Mateas, M. (2011). Answer set programming for procedural content generation: A design space approach. IEEE Transactions on Computational Intelligence and AI in Games, 3(3), 187-200. https://doi.org/10.1109/TCIAIG.2011.2158545
Tait, E. R., & Nelson, I. L. (2021). Nonscalability and generating digital outer space natures in No Man’s Sky. Environment and Planning E: Nature and Space, 5(3), 694-718. https://doi.org/10.1177/25148486211000746
Yannakakis, G. N., & Togelius, J. (2015). Experience-driven procedural content generation (Extended abstract). In 2015 International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 519-525). IEEE.
Yumer, M. E., Asente, P., Mech, R., & Kara, L. B. (2015, November). Procedural modeling using autoencoder networks. In Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology (pp. 109-118). ACM. https://doi.org/10.1145/2807442.2807448
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