Partition signed social networks by spectral features and structural balance

In social networks, individuals are usually but not exactly divided into communities such that within each community people are friendly to each other while being hostile towards other communities....

[1]  Charu C. Aggarwal,et al.  Recommendations in Signed Social Networks , 2016, WWW.

[2]  Zoubin Ghahramani,et al.  Spectral Methods for Automatic Multiscale Data Clustering , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[3]  Clara Pizzuti,et al.  Community mining in signed networks: A multiobjective approach , 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

[4]  Inderjit S. Dhillon,et al.  Scalable clustering of signed networks using balance normalized cut , 2012, CIKM.

[5]  Pei Li,et al.  A model of social network formation under the impact of structural balance , 2016 .

[6]  Jonathan Qiang Jiang,et al.  Stochastic Blockmodel and Exploratory Analysis in Signed Networks , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Jinhu Lü,et al.  An evolutionary game approach for determination of the structural conflicts in signed networks , 2016, Scientific Reports.

[8]  Morten Skou Nicolaisen,et al.  Travelling together alone and alone together: mobility and potential exposure to diversity , 2017 .

[9]  Evimaria Terzi,et al.  A Spectral Algorithm for Computing Social Balance , 2011, WAW.

[10]  M. Jalili,et al.  Community Detection in Signed Networks: the Role of Negative ties in Different Scales , 2015, Scientific Reports.

[11]  V. Traag,et al.  Community detection in networks with positive and negative links. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[12]  Patrick Doreian,et al.  Partitioning large signed two-mode networks: Problems and prospects , 2013, Soc. Networks.

[13]  Jianshe Wu,et al.  Partition signed social networks via clustering dynamics , 2016 .

[14]  Maoguo Gong,et al.  Discrete particle swarm optimization for identifying community structures in signed social networks , 2014, Neural Networks.

[15]  Weixiong Zhang,et al.  Identification of leader and self-organizing communities in complex networks , 2017, Scientific Reports.

[16]  Jing Liu,et al.  A comparative analysis of evolutionary and memetic algorithms for community detection from signed social networks , 2013, Soft Computing.

[17]  Patrick Doreian,et al.  Partitioning signed social networks , 2009, Soc. Networks.

[18]  Linqiang Pan,et al.  An algorithm based on positive and negative links for community detection in signed networks , 2017, Scientific Reports.

[19]  J. Davis Clustering and Structural Balance in Graphs , 1967 .

[20]  K. E. Read,et al.  Cultures of the Central Highlands, New Guinea , 1954, Southwestern Journal of Anthropology.

[21]  Jiming Liu,et al.  Community Mining from Signed Social Networks , 2007, IEEE Transactions on Knowledge and Data Engineering.

[22]  F. Harary,et al.  STRUCTURAL BALANCE: A GENERALIZATION OF HEIDER'S THEORY1 , 1977 .

[23]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[24]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[25]  Jianrui Chen,et al.  A dynamic evolutionary clustering perspective: Community detection in signed networks by reconstructing neighbor sets , 2016 .

[26]  Jiawen Wang,et al.  Signed Network Label Propagation Algorithm with Structural Balance Degree for Community Detection , 2016, ICOST.

[27]  Eduardo D. Sontag,et al.  Algorithmic and complexity results for decompositions of biological networks into monotone subsystems , 2007, Biosyst..

[28]  Yinghong Ma,et al.  A novel evolutionary algorithm on communities detection in signed networks , 2018, Physica A: Statistical Mechanics and its Applications.