Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Finding important edges in networks through local information   In transportation, communication, social and other real complex networks,
some critical edges act a pivotal part in controlling the flow of information
and maintaining the integrity of the structure. Due to the importance of
critical edges in theoretical studies and practical applications, the
identification of critical edges gradually become a hot topic in current
researches. Considering the overlap of communities in the neighborhood of
edges, a novel and effective metric named subgraph overlap (SO) is proposed to
quantifying the significance of edges. The experimental results show that SO
outperforms all benchmarks in identifying critical edges which are crucial in
maintaining the integrity of the structure and functions of networks.

23
The categories of this paper are: solv-int
16
The categories of this paper are: stat
30
The categories of this paper are: q-alg
5
The categories of this paper are: gr-qc
34
The categories of this paper are: chem-ph
14
The categories of this paper are: math-ph
29
The categories of this paper are: funct-an
25
The categories of this paper are: patt-sol
6
The categories of this paper are: astro-ph
15
The categories of this paper are: nucl-ex
11
The categories of this paper are: hep-lat
26
The categories of this paper are: bayes-an
18
The categories of this paper are: econ
0
The categories of this paper are: hep-ph
17
The categories of this paper are: q-fin
22
The categories of this paper are: chao-dyn