Temporal Community Analysis Using Centrality Measures

• Published in: 2024 IEEE Conference on Engineering Informatics (ICEI) pp. 1 - 8
• Main Authors: Rajeshkumar, Deepak, Jaysankar, Pranav, Yookeesh, M.R Sree Padma, Chandrasekaran, Balaji, Girijakumari, Smrithy
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.11.2024
• Subjects: Centrality Measures; Clustering algorithms; Community Detection; Cosine Similarity; Density measurement; Edge Density; Fluctuations; GPA; Greedy Modularity; Image edge detection; Laiden; Louvaine; Modularity; Overlap; Periodic structures; Persistence; Resource management; Size measurement; Springs; Stability analysis; Time measurement; Walktrap

This research explores temporal community detection to identify patterns in course grading and offerings at The University of Illinois from Spring 2010 to Spring 2020. Using a dataset that includes course grades, subject codes, instructors, and student enrolment, the study applies four community det...