Results 21 to 30 of about 146,402 (261)
Spam Classification Based on Signed Network Analysis
Online social networking services have become the most important information-sharing medium of modern society due to several merits, such as creating opportunities to broaden social relations, easy and instant communication, and fast data propagation ...
Sihyun Jeong, Kyu-haeng Lee
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We consider signed networks in which connections or edges can be either positive (friendship, trust, alliance) or negative (dislike, distrust, conflict). Early literature in graph theory theorized that such networks should display "structural balance," meaning that certain configurations of positive and negative edges are favored and others are ...
Alec Kirkley +2 more
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To appear as a chapter in "Advances in Network Clustering and Blockmodeling" edited by P. Doreian, V. Batagelj & A. Ferligoj (Wiley, New York, 2018)
Vincent A. Traag +2 more
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Sentiment in multimedia contents has an influence on their topics, since multimedia contents are tools for social media users to convey their sentiment.
Ryosuke Harakawa +2 more
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Signed Graph Convolutional Networks
Due to the fact much of today's data can be represented as graphs, there has been a demand for generalizing neural network models for graph data. One recent direction that has shown fruitful results, and therefore growing interest, is the usage of graph convolutional neural networks (GCNs). They have been shown to provide a significant improvement on a
Tyler Derr, Yao Ma 0001, Jiliang Tang
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Signed zero forcing number and controllability for a networks system with a directed hypercube [PDF]
The controllability for complex network system is to find the minimum number of leaders for the network system to achieve effective control of the global networks.
Mou Gufang, Zhang Qiuyan
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Bipartite Consensus Problems on Second-Order Signed Networks With Heterogeneous Topologies
This paper is devoted to the convergence problem for second-order signed networks that are associated with two signed graphs in the presence of heterogeneous topologies.
Jianheng Ling +2 more
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Structural Balance under Weight Evolution of Dynamic Signed Network
The mutual feedback mechanism between system structure and system function is the ‘hot spot’ of a complex network. In this paper, we propose an opinions–edges co-evolution model on a weighted signed network.
Zhenpeng Li, Ling Ma, Simin Chi, Xu Qian
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Self-avoiding pruning random walk on signed network
A signed network represents how a set of nodes are connected by two logically contradictory types of links: positive and negative links. In a signed products network, two products can be complementary (purchased together) or substitutable (purchased ...
Huijuan Wang +3 more
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Balance in Signed Bipartite Networks [PDF]
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 structure, traditional general network analysis methods are no longer applicable.
Tyler Derr +3 more
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