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» On the approximability of influence in social networks
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ICDM
2010
IEEE
212views Data Mining» more  ICDM 2010»
13 years 5 months ago
Modeling Information Diffusion in Implicit Networks
Social media forms a central domain for the production and dissemination of real-time information. Even though such flows of information have traditionally been thought of as diffu...
Jaewon Yang, Jure Leskovec
CHI
2008
ACM
14 years 7 months ago
Friends and foes: ideological social networking
Traditional online social network sites use a single monolithic "friends" relationship to link users. However, users may have more in common with strangers, suggesting t...
Gábor Szabó, Michael J. Brzozowski, ...
HICSS
2011
IEEE
201views Biometrics» more  HICSS 2011»
12 years 11 months ago
Negotiating Social Belonging: Online, Offline, and In-Between
This study investigates contemporary college students’ social behavior on- and offline. Although being socially active typically enhances access to resources embedded in social ...
Michael A. Steafnone, Yu Chao Huang, Derek Lackaff
KDD
2010
ACM
188views Data Mining» more  KDD 2010»
13 years 9 months ago
Inferring networks of diffusion and influence
Information diffusion and virus propagation are fundamental processes talking place in networks. While it is often possible to directly observe when nodes become infected, observi...
Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Kra...
SDM
2010
SIAM
153views Data Mining» more  SDM 2010»
13 years 9 months ago
Reconstruction from Randomized Graph via Low Rank Approximation
The privacy concerns associated with data analysis over social networks have spurred recent research on privacypreserving social network analysis, particularly on privacypreservin...
Leting Wu, Xiaowei Ying, Xintao Wu