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 …
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 …
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 …
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 …
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 …
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 …
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 …
Many applied problems can be posed as a dynamical system defined on a network with attractive and repulsive interactions. Examples include synchronization of nonlinear …
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 …