On the Use of Virtual Reality in Visualizing Interactive Network Models for Big Data

Visualization of AI Systems in Virtual Reality: A Comprehensive Review

“…Therefore, future research efforts must continue to innovate visualization and interaction techniques, address identified challenges, consider ethical implications, and fill the existing research gaps [33]. Moreover, it is crucial that subsequent studies continue exploring the potential of VR for AI visualization across diverse application domains, while seeking to reduce the cognitive load and enhance user experience.…”

“…They also allowed users to move, scale, and interact with CNN layers, offering a display of weight distributions, classification results, and feature visualizations. Expanding on these concepts, [33] delve into the merger of intricate networks and VR technology, creating interactive three-dimensional representations of large-scale datasets. Their approach is applied to a range of network types, including gene-gene interaction networks, social networks, and neural networks, demonstrating the broad applicability of these visualization techniques.…”

“…A recent study by [33] provides a practical example of VR-based model visualization in the context of gene-gene interactions between human sex chromosomes and other human chromosomes. The authors detail the entire process of model development, from data collection to the final display of the model in a VR environment.…”