Role of Artificial Intelligence in Enhancing Metaverse Gaming Experience and Human Interaction: A Case Study of Roblox's AI Implementation
| dc.contributor.advisor | Kameda, Hiroyuki | |
| dc.contributor.author | Alotaibi, Omar | |
| dc.date.accessioned | 2025-04-16T06:27:00Z | |
| dc.date.issued | 2025 | |
| dc.description | AI is transforming Metaverse games with dynamic content development, realistic character behavior, and improved human interaction. AI's influence on Roblox is examined via machine learning applications in character animation, procedural content production, and multiplayer interactions. A quantitative SurveyMonkey study of 250 current Roblox players was done. Statistical study shows high relationships between AI-driven characteristics and user happiness, including Immersive Gaming Experience (r = 0.912, p < 0.001), Advanced AI Techniques (r = 0.934, p < 0.001), and Increased Human Interaction (r = 0.945, p < These findings show that AI boosts Metaverse involvement and socialization. While procedural content creation and NPC behavior modification help immersion, Advanced AI Techniques' significance is unclear. This research emphasizes the necessity to validate Metaverse game AI solutions beyond user perception empirically. To evaluate AI's function, future studies should include experimental methods and developer insights. Keywords: Metaverse, Gaming, Artificial Intelligence (AI), Virtual Reality, Augmented Reality, Advanced AI Techniques | |
| dc.description.abstract | Artificial Intelligence (AI) is a tool that is useful for enabling and sustaining the Metaverse gaming experience by infusing virtual reality (VR), augmented reality (AR), extended realities (XR), and blockchain. The current research focused on identifying the impact of AI in leveraging immersive experiences and improving human interaction, which plays a crucial role in Metaverse gaming. A quantitative analysis carried out surveys from 200 randomly sampled respondents involved in Metaverse gaming. Using SPSS 26.0, correlation analysis showed that association between the values of ‘r’ of variables Immersive Gaming Experience (r=0.983**), Deep Learning Collaboration (r=0.957**) and Increased Human Interaction (r=0.979**) are greater than 0.7 depicting strong correlation with Metaverse gaming. Regression analysis further confirmed that the role of AI in enhancing the Metaverse gaming experience and human interaction is significant. With the considerable success of AI in Metaverse, the role of DL algorithms is also groundbreaking in leveraging game balance in multiplayer games, satisfying play-testers and designers who own valuable features, real-time rendering, and multi-user design collaboration. | |
| dc.format.extent | 32 | |
| dc.identifier.citation | Alotaibi, O. (2024). Role of Artificial Intelligence in Enhancing Metaverse Gaming Experience and Human Interaction. International Journal of Metaverse, 2(1), 11–19. | |
| dc.identifier.issn | Vol. 2 No. 1 (2024): International Journal of Metaverse | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14154/75209 | |
| dc.language.iso | en_US | |
| dc.publisher | Tokyo University of Technology | |
| dc.subject | Metaverse | |
| dc.subject | Gaming | |
| dc.subject | Artificial Intelligence (AI) | |
| dc.subject | Virtual Reality | |
| dc.subject | Augmented Reality | |
| dc.subject | Advanced AI Techniques | |
| dc.title | Role of Artificial Intelligence in Enhancing Metaverse Gaming Experience and Human Interaction: A Case Study of Roblox's AI Implementation | |
| dc.title.alternative | Role of Artificial Intelligence in Enhancing Metaverse Gaming Experience and Human Interaction | |
| dc.type | Thesis | |
| sdl.degree.department | Computer Science | |
| sdl.degree.discipline | Artificial Intelligence | |
| sdl.degree.grantor | Tokyo University of Technology | |
| sdl.degree.name | Doctor Of Philosophy in Computer Science |