Browse > Article
http://dx.doi.org/10.5909/JBE.2022.27.5.694

A Study on the UX-based Ethical AI-Learning Model for Metaverse  

Ahn, Sunghee (School of Design Convergence, HongIk University)
Publication Information
Journal of Broadcast Engineering / v.27, no.5, 2022 , pp. 694-702 More about this Journal
Abstract
This paper is the UX-based technology strategy research which is a solution to how conversational AI can be ethically evolved in the Metaverse environment. Since conversational AI influences people's on-offline decision-making factors through interaction with people, the Metaverse AI ethics must be reflected. In the machine learning process of conversational AI, cultural codes along with user's personal experience data must be included and considered to reduce the error value of user experience. Through this, the super-personalized Metaverse service can evolve ethically with social values. With above hypothesis as a result of the study, a conceptual model of a forward-looking perspective was developed and proposed by adding user experience data to the machine learning (ML) process for context-based interactive AI in the Metaverse service environment.
Keywords
Metaverse Ethics; UX-based ML; Conversational AI; AI-Human Interaction;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 T. Papadopoulos, "Interactions in Augmented and Mixed Reality: An Overview," Appl. Sci. 2021. doi: https://doi.org/10.3390/app11188752 (Accessed: July 3, 2022)   DOI
2 H. Thien, et. al. "Artificial Intelligence for the Metaverse: A Survey"2022. doi: https://doi.org/10.48550/arXiv.2202.10336   DOI
3 P. Steele et. al., "Ethical Considerations in Designing Virtual and Augmented Reality Products--Virtual and Augmented Reality Design With Students in Mind: Designers' Perceptions," Journal of Educational Technology Systems 49(3):004723952093385, 2020. doi: https://doi.org/10.1177/0047239520933858   DOI
4 H. Liu, M. Bowman and F. Chang. "Survey of state melding virtual worlds," ACM Comput. Surv., 44(4), 2012.
5 T. Hagendorff, "The ethics of AI ethics--an evaluation of guidelines", arXiv preprint arXiv:1903.03425 p.3 and 90, 2019.   DOI
6 S. Park and Y. Kim, "A Metaverse: Taxonomy, Components, Applications, and Open Challenges," IEEE Access PP(99):1-1,2022. doi: https://doi.org/10.1109/ACCESS.2021.3140175   DOI
7 H. Zhu, "MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing," arXiv:2204.01614, 2022. doi: https://doi.org/10.48550/arXiv.2204.(Accessed: July 3, 2022)   DOI
8 L Rosenberg, "Regulation of the Metaverse: A Roadmap." 6th International Conference on Virtual and Augmented Reality Simulations, 2022. doi: https://doi.org/10.1145/3546607.3546611(Accessed: July 3, 2022)   DOI
9 A. Zhang et. al., "Dive into Deep learning," arXiv:2106.11342 [cs.LG], 2021. doi: https://doi.org/10.48550/arXiv.2106.11342   DOI
10 G. Choi, "Digital Platform Regulation in Metaverse Period," KISDI Premium Report, pp. 21-07, 2021. https://kisdi.re.kr/report/view.do?key=m2101113025536&masterId=3934550&arrMasterId=39.
11 T. Hagendorff, "The ethics of AI ethics--an evaluation of guidelines", arXiv preprint arXiv:1903.03425 p.3 and 90, 2019.   DOI
12 D. Norman, The design of everyday things, Revised and expanded edition. p.21, 2013. ISBN 978-0-465-05065-9
13 E.Ruane, "Conversational AI: Social and Ethical Considerations," 27th AIAI Conference on Artificial Intelligence and Cognitive Science, 2019. (Accessed: June 29, 2022)
14 E. Heo, "Why Ethics is: A Landscape of Modern AI Ethics Debate, Its Features and Limitations," Vol., no.24, pp. 165-209, 2020. doi : https://doi.org/10.34162/hefins.2020..24.006 (Accessed: June 27, 2022)   DOI