Fetching the paper…
Reading the bibliography…
Online social networks are being increasingly used for analyzing various societal phenomena such as epidemiology, information dissemination, marketing and sentiment flow.
A new status index derived from sociometric analysis
L. Katz · 1953
Earlier work this paper cites.
Influence structures
M. Taylor · 1969
Earlier work this paper cites.
Factoring and weighting approaches to status scores and clique identification
P. Bonacich · 1972
Earlier work this paper cites.
Information theory with applications
S. Guiaşu · 1977
Earlier work this paper cites.
A new status score for actors in a social network
C. Hoede · 1978
Earlier work this paper cites.
Diffusion of innovations
E. M. Rogers · 1995
Earlier work this paper cites.
Mining the network value of customers
P. Domingos and M. Richardson · 2001
Earlier work this paper cites.
Community structure in social and biological networks
M. Girvan and M. E. Newman · 2002
Earlier work this paper cites.
Mining knowledge-sharing sites for viral marketing
M. Richardson and P. Domingos · 2002
Earlier work this paper cites.
Maximizing the spread of influence through a social network
D. Kempe, J. Kleinberg, and É. Tardos · 2003
Earlier work this paper cites.
Information diffusion through blogspace
D. Gruhl, R. Guha, D. Liben-Nowell, and A. Tomkins · 2004
Earlier work this paper cites.
Practical privacy: the sulq framework
A. Blum, C. Dwork, F. McSherry, and K. Nissim · 2005
Earlier work this paper cites.
Differential privacy
C. Dwork · 2006
Earlier work this paper cites.
Calibrating noise to sensitivity in private data analysis
C. Dwork, F. McSherry, K. Nissim, and A. Smith · 2006
Earlier work this paper cites.
Aol removes search data on vast group of web users
S. Hansell · 2006
Earlier work this paper cites.
Improved approximation algorithms for large matrices via random projections
T. Sarlos · 2006
Cited alongside, same era.
Analysis of topological characteristics of huge online social networking services
Y. Y. Ahn, S. Han, H. Kwak, S. Moon, and H. Jeong · 2007
Cited alongside, same era.
Wherefore art thou r3579x?: anonymized social networks, hidden patterns, and structural steganography
L. Backstrom, C. Dwork, and J. Kleinberg · 2007
Cited alongside, same era.
Community detection in large-scale social networks
N. Du, B. Wu, X. Pei, B. Wang, and L. Xu · 2007
Cited alongside, same era.
Mechanism design via differential privacy
F. McSherry and K. Talwar · 2007
Cited alongside, same era.
A tutorial on spectral clustering
U. Von Luxburg · 2007
Cited alongside, same era.
The koobface botnet and the rise of social malware
K. Thomas and D. M. Nicol · 2010
Later among the works it cites.
A firm foundation for private data analysis
C. Dwork · 2011
Later among the works it cites.
Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
N. Halko, P. G. Martinsson, and J. A. Tropp · 2011
Later among the works it cites.
A distributed and privacy preserving algorithm for identifying information hubs in social networks
M. U. Ilyas, M. Z. Shafiq, A. X. Liu, and H. Radha · 2011
Later among the works it cites.
Sharing graphs using differentially private graph models
A. Sala, X. Zhao, C. Wilson, H. Zheng, and B. Y. Zhao · 2011
Later among the works it cites.
The johnson-lindenstrauss transform itself preserves differential privacy
J. Blocki, A. Blum, A. Datta, and O. Sheffet · 2012
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Differential privacy: A survey of results
C. Dwork · 2008
Cited alongside, same era.
Mining social networks using heat diffusion processes for marketing candidates selection
H. Ma, H. Yang, M. R. Lyu, and I. King · 2008
Cited alongside, same era.
Robust de-anonymization of large sparse datasets
A. Narayanan and V. Shmatikov · 2008
Cited alongside, same era.
A measurement-driven analysis of information propagation in the flickr social network
M. Cha, A. Mislove, and K. P. Gummadi · 2009
Cited alongside, same era.
The differential privacy frontier
C. Dwork · 2009
Cited alongside, same era.
Accurate estimation of the degree distribution of private networks
M. Hay, C. Li, G. Miklau, and D. Jensen · 2009
Cited alongside, same era.
Later among the works it cites.
Near-optimal differentially private principal components
K. Chaudhuri, A. Sarwate, and K. Sinha · 2012
Later among the works it cites.
Beyond worst-case analysis in private singular vector computation
M. Hardt and A. Roth · 2012
Later among the works it cites.
On differentially private low rank approximation
M. Kapralov, K. Talwar, M. Kapralov, and K. Talwar · 2012
Later among the works it cites.
Privacy via the johnson-lindenstrauss transform
K. Kenthapadi, A. Korolova, I. Mironov, and N. Mishra · 2012
Later among the works it cites.
A differentially private estimator for the stochastic kronecker graph model
D. Mir and R. N. Wright · 2012
Later among the works it cites.
A workflow for differentially-private graph synthesis
D. Proserpio, S. Goldberg, and F. McSherry · 2012
Later among the works it cites.
Data analysis in public social networks
L. Takac and M. Zabovsky · 2012
Later among the works it cites.
Defining and evaluating network communities based on ground-truth
J. Yang and J. Leskovec · 2012
Later among the works it cites.
Differential privacy preserving spectral graph analysis
Y. Wang, X. Wu, and L. Wu · 2013
Closest in time.