/CommunityDetectionPPT

Community Detection PPT

MIT LicenseMIT

Basics

  • commuity, community structure: intra-comm/inter-comm
  • community detection, overlapping communities
  • evaluation metrics, algorithms, benchmark graphs

slides_291014.pdf, some demo graphs, page 6 to page 15

Quality Metrics

Normalized Mutual Inforamtion

Algorithm

Clique Percoaltion Method

term detail
k-clique what is k
k-1 clique relatioship btw k-clique and k-1 clique
iterations iterative or recursive process detail

facts:

Dynamics

label propagation based

  • [Lecture 3 (14-25).ppt](Lecture 3 (14-25).ppt), page 7 to 9