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A survey of community search over big graphs
With the rapid development of information technologies, various big graphs are prevalent in
many real applications (eg, social media and knowledge bases). An important component of …
many real applications (eg, social media and knowledge bases). An important component of …
Effective and efficient community search over large heterogeneous information networks
Recently, the topic of community search (CS) has gained plenty of attention. Given a query
vertex, CS looks for a dense subgraph that contains it. Existing studies mainly focus on …
vertex, CS looks for a dense subgraph that contains it. Existing studies mainly focus on …
Efficient algorithms for densest subgraph discovery
Densest subgraph discovery (DSD) is a fundamental problem in graph mining. It has been
studied for decades, and is widely used in various areas, including network science …
studied for decades, and is widely used in various areas, including network science …
VAC: vertex-centric attributed community search
Attributed community search aims to find the community with strong structure and attribute
cohesiveness from attributed graphs. However, existing works suffer from two major …
cohesiveness from attributed graphs. However, existing works suffer from two major …
Cohesive subgraph search over big heterogeneous information networks: Applications, challenges, and solutions
With the advent of a wide spectrum of recent applications, querying heterogeneous
information networks (HINs) has received a great deal of attention from both academic and …
information networks (HINs) has received a great deal of attention from both academic and …
A survey on graph embedding techniques for biomedical data: Methods and applications
As a result of the expeditious advancement of biomedical technologies, a plethora of
relational data linking biomedical entities such as genes, proteins, and drugs have been …
relational data linking biomedical entities such as genes, proteins, and drugs have been …
Answering billion-scale label-constrained reachability queries within microsecond
In this paper, we study the problem of label-constrained reachability (LCR) query which is
fundamental in many applications with directed edge-label graphs. Although the classical …
fundamental in many applications with directed edge-label graphs. Although the classical …
Effective and efficient relational community detection and search in large dynamic heterogeneous information networks
Community search in heterogeneous information networks (HINs) has attracted much
attention in graph analysis. Given a vertex, the goal is to find a densely-connected sub …
attention in graph analysis. Given a vertex, the goal is to find a densely-connected sub …
Efficient personalized influential community search in large networks
Community search, which aims to retrieve important communities (ie, subgraphs) for a given
query vertex, has been widely studied in the literature. In the recent, plenty of research is …
query vertex, has been widely studied in the literature. In the recent, plenty of research is …
[PDF][PDF] Efficient community search over large directed graphs: An augmented index-based approach
Given a graph G and a query vertex q, the topic of community search (CS), aiming to retrieve
a dense subgraph of G containing q, has gained much attention. Most existing works focus …
a dense subgraph of G containing q, has gained much attention. Most existing works focus …