Metrics for community analysis: A survey
Detecting and analyzing dense groups or communities from social and information networks
has attracted immense attention over the last decade due to its enormous applicability in …
has attracted immense attention over the last decade due to its enormous applicability in …
[图书][B] Modern algorithms of cluster analysis
ST Wierzchoń, MA Kłopotek - 2018 - Springer
This chapter characterises the scope of this book. It explains the reasons why one should be
interested in cluster analysis, lists major application areas, basic theoretical and practical …
interested in cluster analysis, lists major application areas, basic theoretical and practical …
Community-based greedy algorithm for mining top-k influential nodes in mobile social networks
With the proliferation of mobile devices and wireless technologies, mobile social network
systems are increasingly available. A mobile social network plays an essential role as the …
systems are increasingly available. A mobile social network plays an essential role as the …
Pegasus: A peta-scale graph mining system implementation and observations
U Kang, CE Tsourakakis… - 2009 Ninth IEEE …, 2009 - ieeexplore.ieee.org
In this paper, we describe PEGASUS, an open source peta graph mining library which
performs typical graph mining tasks such as computing the diameter of the graph, computing …
performs typical graph mining tasks such as computing the diameter of the graph, computing …
Detecting communities and their evolutions in dynamic social networks—a Bayesian approach
Although a large body of work is devoted to finding communities in static social networks,
only a few studies examined the dynamics of communities in evolving social networks. In …
only a few studies examined the dynamics of communities in evolving social networks. In …
[HTML][HTML] Considering weights in real social networks: A review
Network science offers powerful tools to model complex social systems. Most social network
science research focused on topological networks by simply considering the binary state of …
science research focused on topological networks by simply considering the binary state of …
Pegasus: mining peta-scale graphs
In this paper, we describe P e G a S us, an open source Peta Graph Mining library which
performs typical graph mining tasks such as computing the diameter of the graph, computing …
performs typical graph mining tasks such as computing the diameter of the graph, computing …
Influence maximization on large-scale mobile social network: a divide-and-conquer method
G Song, X Zhou, Y Wang, K Xie - IEEE Transactions on Parallel …, 2014 - ieeexplore.ieee.org
With the proliferation of mobile devices and wireless technologies, mobile social network
systems are increasingly available. A mobile social network plays an essential role as the …
systems are increasingly available. A mobile social network plays an essential role as the …
[PDF][PDF] Top leaders community detection approach in information networks
RR Khorasgani, J Chen, OR Zaiane - Proceedings of the 4th Workshop on …, 2010 - Citeseer
Much of the data of scientific interest, particularly when independence of data is not
assumed, can be represented in the form of information networks where data nodes are …
assumed, can be represented in the form of information networks where data nodes are …
Detecting community kernels in large social networks
In many social networks, there exist two types of users that exhibit different influence and
different behavior. For instance, statistics have shown that less than 1% of the Twitter users …
different behavior. For instance, statistics have shown that less than 1% of the Twitter users …