NexusFlow: A Unified Platform for Streamlined Intercollegiate Event Coordinator

This paper introduces a centralized web platform for college event management, which uses dual-panel architecture (administrative and user) to streamline event registration, categorization, and personalized engagement. Administrators will manage logistics, real-time monitoring, and faculty assignments, while students access an AI-driven recommendation system that leverages machine learning classifiers, including collaborative filtering and content-based algorithms, to prioritize events aligned with their interests, such as hackathons for coding enthusiasts. The platform uses NLP for the automated tagging of events and history-based participation analysis to fine-tune suggestions along with scalable back-end infrastructure supporting real-time updates and efficiency. Testing showed 40% in participation rates through tailored event summaries sent via email and in-app notifications to the students. AI-driven personalization, integrated into robust administrative tools, enhances the transparency of this system, minimizes overheads, and makes student engagement modernized on the campus.

Authors

Publication Details

Published
2025-04-04
DOI
https://doi.org/10.1109/icaeca63854.2025.11012261
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
0.00
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article

NexusFlow: A Unified Platform for Streamlined Intercollegiate Event Coordinator

S. Ramya, Sree Aswin Rajha R S, B Shyam, M G Mohanavarma et al.
Semantic Web and Ontologies
article

NexusFlow: A Unified Platform for Streamlined Intercollegiate Event Coordinator

S. Ramya, Sree Aswin Rajha R S, B Shyam, M G Mohanavarma, A C Boobeshan
article en

Abstract

This paper introduces a centralized web platform for college event management, which uses dual-panel architecture (administrative and user) to streamline event registration, categorization, and personalized engagement. Administrators will manage logistics, real-time monitoring, and faculty assignments, while students access an AI-driven recommendation system that leverages machine learning classifiers, including collaborative filtering and content-based algorithms, to prioritize events aligned with their interests, such as hackathons for coding enthusiasts. The platform uses NLP for the automated tagging of events and history-based participation analysis to fine-tune suggestions along with scalable back-end infrastructure supporting real-time updates and efficiency. Testing showed 40% in participation rates through tailored event summaries sent via email and in-app notifications to the students. AI-driven personalization, integrated into robust administrative tools, enhances the transparency of this system, minimizes overheads, and makes student engagement modernized on the campus.

Openalex Percentile: Top 94%
Semantic Web and Ontologies
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NexusFlow: A Unified Platform for Streamlined Intercollegiate Event Coordinator — S. Ramya, Sree Aswin Rajha R S, et al. · (2025) | TGRS Research Map | TGRS