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<p>In the era of rapid technological development, the integration of artificial intelligence and virtual reality technology has gradually become a research hotspot. Interpersonal interaction, as an important part of virtual reality, also presents opportunities and challenges. The study builds the virtual interpersonal interaction model using the emotion model and hierarchical emotion as the learning algorithm after exploring the key technology of virtual interpersonal interaction based on the UGC model. Finally, the complex interpersonal interaction in virtual reality is simulated to examine the use of virtual community users and the factors affecting interpersonal interaction in virtual communities. According to the results, the percentage of female users of virtual communities is 14.28 percentage points higher than that of male users. The majority of people aged 18-40 who use virtual communities account for 88.01% of the population. In terms of education distribution, the group of bachelor’s degree holders is the group that uses virtual communities the most frequently, accounting for 66.52%. The study concluded that 8 out of the 11 hypotheses it proposed were valid. Among them, hypothesis 3 and hypothesis 11 were supported by 0.01 significance, and hypothesis 9 had a significance of 0.017, which reached 0.05 significance level.</p>
</abstract>

In the era of rapid technological development, the integration of artificial intelligence and virtual reality technology has gradually become a research hotspot. Interpersonal interaction, as an important part of virtual reality, also presents opportunities and challenges. The study builds the virtual interpersonal interaction model using the emotion model and hierarchical emotion as the learning algorithm after exploring the key technology of virtual interpersonal interaction based on the UGC model. Finally, the complex interpersonal interaction in virtual reality is simulated to examine the use of virtual community users and the factors affecting interpersonal interaction in virtual communities. According to the results, the percentage of female users of virtual communities is 14.28 percentage points higher than that of male users. The majority of people aged 18-40 who use virtual communities account for 88.01% of the population. In terms of education distribution, the group of bachelor’s degree holders is the group that uses virtual communities the most frequently, accounting for 66.52%. The study concluded that 8 out of the 11 hypotheses it proposed were valid. Among them, hypothesis 3 and hypothesis 11 were supported by 0.01 significance, and hypothesis 9 had a significance of 0.017, which reached 0.05 significance level.

Research on Technical Approaches of Artificial Intelligence Algorithms to Simulate Complex Human Interactions in Virtual Reality Environments

College of Electronic Information and Artificial Intelligence

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

In the era of rapid technological development, the integration of artificial intelligence and virtual reality technology has gradually become a research...

Research on Technical Approaches of Artificial Intelligence Algorithms to Simulate Complex Human Interactions in Virtual Reality Environments

Published Online: Jul 05, 2024

Page range: -

Received: Mar 09, 2024

Accepted: May 28, 2024

DOI: https://doi.org/10.2478/amns-2024-1651

Keywords
UGC model, Affective modeling, Interpersonal interaction, Virtual reality

© 2024 Wei Xun et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Research on Technical Approaches of Artificial Intelligence Algorithms to Simulate Complex Human Interactions in Virtual Reality Environments

Published Online: Jul 05, 2024

Page range: -

Received: Mar 09, 2024

Accepted: May 28, 2024

DOI: https://doi.org/10.2478/amns-2024-1651

KeywordsUGC model, Affective modeling, Interpersonal interaction, Virtual reality

© 2024 Wei Xun et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
UGC model, Affective modeling, Interpersonal interaction, Virtual reality