Exploring Data-Driven Safety Regulation for Fun Spaces

Immersive entertainment venues, like escape rooms, are booming. But with popularity comes problems, such as copycats and unregulated themes. This study digs into how big data can help fix these issues. First, it turns online entertainment venue data into a fancy network using specific standards. Then, it uses a clever algorithm, K-means clustering, to group similar things together. This algorithm is great for big data and can be tweaked to fit needs. The study also upgrades a security method called Practical Byzantine Fault Tolerance (PBFT). It finds that with a certain setting, PBFT works really well. This boosts safety and control measures in these venues. Plus, it gives a solid theoretical foundation for future laws. In the end, the study offers tips for better managing these spaces. It shows how using smart tech can help keep entertainment venues safe and fun for everyone.