dalila benachenhouppt
TRANSCRIPT
Power Grid:Cluster Coefficient = 0.10Average diameter = 19Exponential Power Law cutoffsNot Scale-fee
PGP Network: Cluster Coefficient = 0.38Average diameter = 7.5Scale-Free Network
New Member:Cluster Coefficient = 0.44Average diameter = 1.8Scale-Free Network
Dalila Benachenhou [email protected]
Louvain PartitioningHigh Dimensional Embedding Graph Layout
Communities in Mac N’Cheese Kamada kawai
Dalila Benachenhou [email protected]
Network vizualization is valuable
Random MAC Watts Strogatz(188,0.1,23)
0.18 0.44 0.56
Global Clustering Coefficient
CDF of Vertex Degree Vs. ParetoDistribution[238.13, 2.11, 1.69, 1.52]
Vertex Degrees
Adjacency Matrix
m Graph distance = 1.8
diameter = 3
Dalila Benachenhou [email protected]
Network Properties of Mac n Cheese
Text mining, network viz, network statistics, small worlds…cool and lots of work!!!
So What?
• Understand the design of exploration– HUnt, Gather, EAT
• Mac n Cheese network must make sense in applications:– Advertising & search– Menu consulting– Chipotle of Mac n
Cheese – menu and restaurant design
Source: NY Times