Abstract
This study investigates the synergy between gamification and large language models (LLMs) with human-AI interaction. Motivated by the need to enhance user engagement and learning outcomes, the research addresses how gamification principles can improve the design of LLM-powered systems. This work proposes a framework integrating game mechanics such as narrative-driven interactions, adaptive challenges, personalized feedback, and collaborative problem-solving into LLM applications. Using a mixed-method approach combining conceptual analysis and software prototyping, we illustrate how gamified LLMs enhance motivation, foster trust, and improve performance in diverse contexts, including education, research, and therapy. The findings accentuate the transformative potential of gamification in human-AI collaboration, with implications for designing more intuitive and effective systems.
| Original language | English |
|---|---|
| Title of host publication | IEEE ICHMS 2025 |
| Subtitle of host publication | 5th IEEE International Conference on Human-Machine Systems |
| Publisher | IEEE Press |
| Pages | 325-331 |
| Number of pages | 7 |
| ISBN (Electronic) | 979-8-3315-2164-6 |
| DOIs | |
| Publication status | Published - 2025 |
| Event | 5th IEEE International Conference on Human-Machine Systems - Marriott Downtown Abu Dhabi, Abu Dhabi, United Arab Emirates Duration: 26 May 2025 → 28 May 2025 Conference number: 5 https://ieee-ichms.org/2025/index.html |
Conference
| Conference | 5th IEEE International Conference on Human-Machine Systems |
|---|---|
| Abbreviated title | IEEE ICHMS 2025 |
| Country/Territory | United Arab Emirates |
| City | Abu Dhabi |
| Period | 26/05/25 → 28/05/25 |
| Internet address |
Keywords
- gamification
- LLM
- Human-AI interaction
- Artificial Intelligence
- framework