937 citations · 4.5k across the 100 of their papers we have counts for
3 papers · 2 filters
Overlapping Community Detection in Networks: the State of the Art and Comparative Study
Jierui Xie, Stephen Kelley, Boleslaw K. Szymanski
This paper reviews the state of the art in overlapping community detection algorithms, quality measures, and benchmarks. A thorough comparison of different algorithms (a total of f…
SLPA: Uncovering Overlapping Communities in Social Networks via A Speaker-listener Interaction Dynamic Process
Jierui Xie, Boleslaw K. Szymanski, Xiaoming Liu
Overlap is one of the characteristics of social networks, in which a person may belong to more than one social group. For this reason, discovering overlapping structures is necessa…
Community Detection Using A Neighborhood Strength Driven Label Propagation Algorithm
Jierui Xie, Boleslaw K. Szymanski
Studies of community structure and evolution in large social networks require a fast and accurate algorithm for community detection. As the size of analyzed communities grows, comp…