Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Modularity Resolution Limit Consider a network consisting of a ring of nc cliques, each clique having Nc nodes and m ( m 1 ) /

Modularity Resolution Limit
Consider a network consisting of a ring of nc cliques, each clique having Nc nodes and m(m1)/2 links. The neighboring cliques are connected by a single link (Image 9.34). The network has an obvious community structure, each community corresponding to a clique.
Determine the modularity Msingle of this natural partition, and the modularity Mpairs of the partition in which pairs of neighboring cliques are merged into a single community, as indicated by the dotted lines in Image 9.34.
Show that only for nc <2L will the modularity maximum predict the intuitively correct community partition, where L=ncm(m1)/2+nc
Discuss the consequences of violating the above inequality.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Database Design Application Development And Administration

Authors: Michael V. Mannino

4th Edition

0615231047, 978-0615231044

More Books

Students also viewed these Databases questions

Question

recognise typical interviewer errors and explain how to avoid them

Answered: 1 week ago

Question

identify and evaluate a range of recruitment and selection methods

Answered: 1 week ago

Question

understand the role of competencies and a competency framework

Answered: 1 week ago