CultureVo: The Serious Game of Utilizing Gen AI for Enhancing Cultural Intelligence (2407.20685v2)
Abstract: CultureVo, Inc. has developed the Integrated Culture Learning Suite (ICLS) to deliver foundational knowledge of world cultures through a combination of interactive lessons and gamified experiences. This paper explores how Generative AI powered by open source Large Langauge Models are utilized within the ICLS to enhance cultural intelligence. The suite employs Generative AI techniques to automate the assessment of learner knowledge, analyze behavioral patterns, and manage interactions with non-player characters using real time learner assessment. Additionally, ICLS provides contextual hint and recommend course content by assessing learner proficiency, while Generative AI facilitates the automated creation and validation of educational content.
- Gautam B and Anupam Purwar. 2024. Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and Scalability. arXiv:2406.11424 [cs.IR] https://arxiv.org/abs/2406.11424
- Global citizenship: From public support to active participation. Amsterdam: NCDO.
- Yu-kai Chou. 2019. Actionable gamification: Beyond points, badges, and leaderboards. Packt Publishing Ltd. 23–39 pages.
- Chitranshu Harbola and Anupam Purwar. 2024. VidyaRANG: Conversational Learning Based Platform powered by Large Language Model. arXiv:2407.16209 [cs.CR] https://arxiv.org/abs/2407.16209
- Kush Juvekar and Anupam Purwar. 2024a. COS-Mix: Cosine Similarity and Distance Fusion for Improved Information Retrieval. arXiv:2406.00638 [cs.IR] https://arxiv.org/abs/2406.00638
- Kush Juvekar and Anupam Purwar. 2024b. Introducing a new hyper-parameter for RAG: Context Window Utilization. arXiv:2407.19794 [cs.CL] https://arxiv.org/abs/2407.19794
- Brent R MacNab. 2012. An experiential approach to cultural intelligence education. J. Manag. Educ. 36, 1 (Feb. 2012), 66–94.
- Dana Ott and Snejina Michailova. 2016. Cultural Intelligence: A Review and New Research Avenues: Cultural Intelligence. International Journal of Management Reviews 20 (08 2016). https://doi.org/10.1111/ijmr.12118
- Virtual reality technology for workplace training: The case for developing cultural intelligence. International Journal of Cross Cultural Management 23 (10 2023). https://doi.org/10.1177/14705958231208297
- Anupam Purwar and Rahul Sundar. 2023. Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface. arXiv:2310.04205 [cs.IR] https://arxiv.org/abs/2310.04205
- What has been studied in cultural intelligence? Intellectual structure and current research. Management Research: Journal of the Iberoamerican Academy of Management 20 (06 2022). https://doi.org/10.1108/MRJIAM-09-2021-1228
- Relationships Between Global Literacy, Global Citizenship and Social Studies. Journal of Education and Practice 8 (01 2017).