Universe Analytics: A Dynamic University Ranking Platform Through Real-Time Interactive Analysis

We have proposed an interactive university ranking platform that enables real-time customization of ranking criteria through an explainable weighted scoring framework.
• We have integrated personalized university matching,
interactive analytical visualization, and AI-assisted counseling into a unified decision-support platform.
• We have provided a transparent ranking mechanism
that reveals criterion-level score contributions and allows
users to analyze the impact of different weighting strategies on ranking outcomes.
• We have developed a secure web-based architecture that
supports real-time ranking updates and role-based man-
agement of institutional data