The 5th International New Horizons in Search Theory Workshop: Investigating New Metrics
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Metric |
Range |
Operational Significance |
|---|---|---|
Number of nodes, n |
n > ~100 |
Network effects unlikely to occur with n < 50 |
Number of links, l |
l < ~2n |
l << 2n, too brittle |
Degree distribution |
Skewed |
Adaptivity, modularity |
Largest hub |
< 100 links |
Hub appears, recedes by reconnection 5% of links |
Average path length |
log(n) |
Short distances even for large networks (e.g., 104 nodes --> Average path length = ~4) |
Clustering |
Skewed |
Hierarchy, organization |
Betweenness |
Skewed |
Cascade control |
Path horizon |
log(n) |
Self-synchronization |
Susceptibility/ |
Low (random removal) |
Hubs should be kept obscure until needed, damage abatement/repair schemes |
Neutrality Rating |
(0, 1) |
Increased network effects, decreased susceptibility, tipping points |
Coefficient of |
(0, 1) |
Network effects |