A classification for community discovery methods in complex networks
Citations
1,398 citations
533 citations
507 citations
Cites background or methods from "A classification for community disc..."
...[23] present a categorization for community discovery methods according to the definition of community they adopt (e....
[...]
...This classification can also be extended to undirected networks, as some research works propose [23, 51, 52])....
[...]
306 citations
270 citations
References
45,034 citations
"A classification for community disc..." refers background in this paper
...s that any regularity in the data (i.e. common features) can be used to compress it, i.e. to describe it using fewer symbols than the number of symbols needed to describe the data literally (see also [61] and [62]). The more regularities there are, the more the data can be compressed. This is a very interesting approach since, in some implementations, it enables the community discovery to be performed...
[...]
41,772 citations
39,297 citations
"A classification for community disc..." refers methods in this paper
...We use the term ‘small world’ [33] since it conveys the idea of very closely connected nodes....
[...]
33,771 citations
"A classification for community disc..." refers background in this paper
...Similar approaches, such as preferential attachment [140], are applicable only when communications are open (observable to all nodes)....
[...]