- Timeline:
- No class: Sept 3, Nov 9, Nov 12, Nov 21-24
- Class end: Dec 5
- Groups are formed: Aug 31
- Project Abstracts Due: Sept 19
- Homework 1: Out (Sept 24), Due (Oct 5)
- Midterm Due: Oct 15. Proj Presentation: Oct 15-19
- Homework 2: Out (Nov 5), Due (Nov 19)
- Final Report: Dec 10, emailto mythai@cise.ufl.edu at midnight
- Papers on the Community Structure Topics:
- A recent survey
of Fortunato
(2010)
- Finding statistically significant communities in
networks, A. Lancichinetti, F. Radicchi, J.J. Ramasco
and S. Fortunato [PDF]
- Overlapping Communities in Dynamic Networks: Their
Detection and Mobile Applications, N. P. Nguyen, T.
N. Dinh, S. Tokala, and M. T. Thai, (Mobicom 2011) [
PDF]
-
FacetNet: A Framework for Analyzing Communities and Their
Evolutions in Dynamic Networks, Y.-R. Lin, Y. Chi, S. Zhu, H. Sundaram, and B. L. Tseng, (WWW 2008) [PDF]
- Graphscope: A parameter-free mining of large time-evolving graphs, J. Sun, C. Faloutsos, S. Papadimitriou, and P. S. Yu, (KDD 2007) [PDF]
- Community Structure in Time-Dependent, Multiscale, and Multiplex Networks, P. J. Mucha, T. Richardson, K. Macon, M. A. Porter, and J.-P. Onnela, (Science 2010) [PDF]
- Discovering Network Structure Beyond Communities, T. Nishikawa and A. E. Motter, (Nature 2011) [PDF]
- Algorithm for parametric community detection in networks, A. Bettinelli, P. Hansen, and L. Liberti, (Physical Review E, 2012) [PDF]
- A markov random walk under constraint for discovering overlapping communities in complex networks, D. Yin, B. Yang, C. Baquero, D. Liu, D. He, and J. Liu, (J. STATE MECH 2011) [PDF]
- Community Discovery and Profiling with Social Messages, W. Zhou, H. Jin, and Y. Liu, (KDD 2012) [PDF]
- Vertex neighborhoods, low conductance cuts, and good seeds for local community methods, D. Gleich and C. Seshadhri (KDD 2012) [PDF]
- Community Detection in Dynamic Social Networks: A Random Walk Approach, L.-C. Huang, T.-J. Yen, and S. T. Chou (ASONAM 2011) [PDF]
- Community Detection in Incomplete Information Networks, W. Lin et. al (WWW 2012) [PDF]
- Using Content and Interactions for Discovering Communities in Social Networks, M. Sachan, D. Contractor, T. Faruquie, and L. V. Subramaniam (WWW 2012) [PDF]
- We are going to cover the following papers on the Social Influence Analysis topic. Please read them all:
- Maximizing the Spread of Influence through a Social Network
- Maximizing product adoption in social networks
- Community-based greedy algorithm for mining top-K influential nodes in mobile social networks
- Information Diffusion and External Influence in Networks
- Susceptible.infected.recovered epidemics
in dynamic contact networks
- Cheap, Easy, and Massively Effective Viral Marketing in Social Networks: Truth or Fiction?
- List of papers about securiy and privacy:
- A survey of security and privacy in online social networks
- A privacy survey chapter
- Exploiting vulnerability to secure user privacy on a social networking site
- Maximizing Circle of Trust in Online Social Networks
- The walls have ears: optimize sharing for visibility and privacy in online social networks
- An analysis of social network-based sybil defenses
- Sybildefender: Defend against sybil attacks in large social networks (INFOCOM 2012)
- Cost-effective Outbreak Detection in Networks, KDD, 2008
- On Event Detection and Localization in Acyclic Flow Networks, IEEE Trans. Sys. 2012
- Social network sensors for early detection of contagious outbreaks. PlosONE, 2010
- Towards detecting influenza epidemics by analyzing Twitter messages, SOMA, 2010
- Detecting epidemic tendency by mining search logs, WWW 2010
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