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» On Link Privacy in Randomizing Social Networks
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SDM
2008
SIAM
164views Data Mining» more  SDM 2008»
13 years 9 months ago
Randomizing Social Networks: a Spectrum Preserving Approach
Understanding the general properties of real social networks has gained much attention due to the proliferation of networked data. The nodes in the network are the individuals and...
Xiaowei Ying, Xintao Wu
WWW
2010
ACM
13 years 7 months ago
Randomization tests for distinguishing social influence and homophily effects
Relational autocorrelation is ubiquitous in relational domains. This observed correlation between class labels of linked instances in a network (e.g., two friends are more likely ...
Timothy La Fond, Jennifer Neville
GLOBECOM
2010
IEEE
13 years 4 months ago
Information Epidemics in Complex Networks with Opportunistic Links and Dynamic Topology
Abstract--Wireless networks, especially mobile ad hoc networks (MANET) and cognitive radio networks (CRN), are facing two new challenges beyond traditional random network model: op...
Pin-Yu Chen, Kwang-Cheng Chen
ASUNAM
2009
IEEE
14 years 2 months ago
Social Network Discovery Based on Sensitivity Analysis
—This paper presents a novel methodology for social network discovery based on the sensitivity coefficients of importance metrics, namely the Markov centrality of a node, a metr...
Tarik Crnovrsanin, Carlos D. Correa, Kwan-Liu Ma
JDWM
2010
180views more  JDWM 2010»
13 years 6 months ago
Investigating the Properties of a Social Bookmarking and Tagging Network
Social networks and collaborative tagging systems are rapidly gaining popularity as a primary means for storing and sharing data among friends, family, colleagues, or perfect stra...
Ralitsa Angelova, Marek Lipczak, Evangelos E. Mili...