Dwell Time

Dwell time, the duration of an entity's presence at a specific location or in a particular state, is a crucial metric across diverse fields. Current research focuses on improving predictions and utilizing dwell time data to enhance various systems, employing techniques like graph neural networks, random forests, and machine learning algorithms for optimization and prediction tasks. Applications range from optimizing resource allocation in logistics (e.g., Amazon Locker capacity management) to improving the accuracy of arrival time predictions for autonomous vehicles and enhancing recommendation systems by incorporating user engagement data. These advancements demonstrate the broad applicability of dwell time analysis and its potential to improve efficiency and user experience in numerous real-world scenarios.