Table 10 Comparison with other community detection algorithms
From: Social media analysis of car parking behavior using similarity based clustering
Algorithm | Similar communities | Other (example) community | ||
|---|---|---|---|---|
Size | Hashtags | Frequent words | ||
Principled_clustering | Marketing community Event community | 11 nodes, 10 edges | #nhs, #coronavirus | nhs, social, care, free, staff |
Belief | Event community | 78 nodes, 91 edges | #floor, #paint | Spaces, painting, surfaces, town, street |
Fluid communities | Pavement community | 22 nodes, 27 edges | #passiveincome, #places, #people | Matter, reach, renters, cancel, pose |
Leiden | Marketing community Event community Pavement community | 8 nodes, 10 edges | #floor, #paint, #lines | Repainting, line, marking, marking, lining, green |
Chinesewhispers | Marketing community Event community Pavement community | 15 nodes, 19 edges | #toronto, #accessibleparking, #electricboard | Find, board, pull |