A web application to demonstrate the properties of Label Propagation algorithms

Vector Label Propagation (VLP) is a machine learning technique used for tasks like semi-supervised learning and graph-based analysis. It is valuable in various fields, including social network analysis and recommendation systems, where each data point has multiple attributes. This paper discusses the development of a web application aimed at demonstrating the Agent-based vector-label propagation algorithm's (AVPRA) operation. Prior to this application, AVPRA execution and visualization were challenging for non-experts, relying on scripts. The web app offers a user-friendly, graphical interface, enabling real-time tracking and transparent visualization of the algorithm's iterations.