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» Extracting Social Networks from Literary Fiction
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CIKM
2003
Springer
14 years 19 days ago
The link prediction problem for social networks
Given a snapshot of a social network, can we infer which new interactions among its members are likely to occur in the near future? We formalize this question as the link predicti...
David Liben-Nowell, Jon M. Kleinberg
PAKDD
2010
ACM
193views Data Mining» more  PAKDD 2010»
13 years 5 months ago
As Time Goes by: Discovering Eras in Evolving Social Networks
Abstract. Within the large body of research in complex network analysis, an important topic is the temporal evolution of networks. Existing approaches aim at analyzing the evolutio...
Michele Berlingerio, Michele Coscia, Fosca Giannot...
KDD
2009
ACM
379views Data Mining» more  KDD 2009»
13 years 12 months ago
MetaFac: community discovery via relational hypergraph factorization
This paper aims at discovering community structure in rich media social networks, through analysis of time-varying, multi-relational data. Community structure represents the laten...
Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru...
WIAMIS
2009
IEEE
14 years 2 months ago
Optimizing strategies for the exploration of social networks and associated data collections
Multimedia data collections immersed into social networks may be explored from the point of view of varying documents and users characteristics. In this paper, we develop a unifi...
Stéphane Marchand-Maillet, Eniko Szekely, E...
SDM
2009
SIAM
185views Data Mining» more  SDM 2009»
14 years 4 months ago
Understanding Importance of Collaborations in Co-authorship Networks: A Supportiveness Analysis Approach.
Co-authorship networks, an important type of social networks, have been studied extensively from various angles such as degree distribution analysis, social community extraction a...
Bin Zhou 0002, Jian Pei, Yan Jia, Yi Han