A survey of signed network mining in social media

J Tang, Y Chang, C Aggarwal, H Liu - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Many real-world relations can be represented by signed networks with positive and negative
links, as a result of which signed network analysis has attracted increasing attention from …

Predictable dynamics of opinion forming for networks with antagonistic interactions

C Altafini, G Lini - IEEE Transactions on Automatic Control, 2014 - ieeexplore.ieee.org
For communities of agents which are not necessarily cooperating, distributed processes of
opinion forming are naturally represented by signed graphs, with positive edges …

[PDF][PDF] Hidden Markov models: a guided tour.

AB Poritz - ICASSP, 1988 - cs.utoronto.ca
Hidden Markov modeling is a probabilistic technique for the study of time series. Hidden
Markov theory permits modeling with many of the classical probability distributions. The …

Recommendations in signed social networks

J Tang, C Aggarwal, H Liu - … of the 25th International Conference on …, 2016 - dl.acm.org
Recommender systems play a crucial role in mitigating the information overload problem in
social media by suggesting relevant information to users. The popularity of pervasively …

Ranking nodes in signed social networks

M Shahriari, M Jalili - Social network analysis and mining, 2014 - Springer
Social networks are inevitable part of modern life. A class of social networks is those with
both positive (friendship or trust) and negative (enmity or distrust) links. Ranking nodes in …

" Bridge" Enhanced Signed Directed Network Embedding

Y Chen, T Qian, H Liu, K Sun - … of the 27th ACM international conference …, 2018 - dl.acm.org
Signed directed networks with positive or negative links convey rich information such as like
or dislike, trust or distrust. Existing work of sign prediction mainly focuses on triangles (triadic …

The troll-trust model for ranking in signed networks

Z Wu, CC Aggarwal, J Sun - Proceedings of the Ninth ACM international …, 2016 - dl.acm.org
Signed social networks have become increasingly important in recent years because of the
ability to model trust-based relationships in review sites like Slashdot, Epinions, and …

Balance in signed bipartite networks

T Derr, C Johnson, Y Chang, J Tang - Proceedings of the 28th ACM …, 2019 - dl.acm.org
A large portion of today's big data can be represented as networks. However, not all
networks are the same, and in fact, for many that have additional complexities to their …

Spectral theory for dynamics on graphs containing attractive and repulsive interactions

JC Bronski, L DeVille - SIAM Journal on Applied Mathematics, 2014 - SIAM
Many applied problems can be posed as a dynamical system defined on a network with
attractive and repulsive interactions. Examples include synchronization of nonlinear …

Social balance-based centrality measure for directed signed networks

D Gromov - Social Networks, 2025 - Elsevier
We suggest a novel approach to determining the centrality measures for directed signed
networks, based on the notion of social balance. We postulate that along with the existing …