Neuralwalk: Trust assessment in online social networks with neural networks

G Liu, C Li, Q Yang - IEEE INFOCOM 2019-IEEE Conference …, 2019 - ieeexplore.ieee.org
Assessing the trust between users in a trust social network (TSN) isa critical issue in many
applications, eg, film recommendation, spam detection, and online lending. Despite of …

Guardian: Evaluating trust in online social networks with graph convolutional networks

W Lin, Z Gao, B Li - IEEE INFOCOM 2020-IEEE Conference on …, 2020 - ieeexplore.ieee.org
In modern online social networks, each user is typically able to provide a value to indicate
how trustworthy their direct friends are. Inferring such a value of social trust between any pair …

Predict pairwise trust based on machine learning in online social networks: A survey

S Liu, L Zhang, Z Yan - IEEE Access, 2018 - ieeexplore.ieee.org
Trust plays a crucial role in online social networks where users do not communicate or
interact with each other in a direct face-to-face manner. Although many researchers have …

C-DeepTrust: A context-aware deep trust prediction model in online social networks

Q Wang, W Zhao, J Yang, J Wu, S Xue… - … on neural networks …, 2021 - ieeexplore.ieee.org
Trust prediction provides valuable support for decision making, information dissemination,
and product promotion in online social networks. As a complex concept in the social network …

Trust computation in online social networks using co-citation and transpose trust propagation

SU Nasir, TH Kim - IEEE Access, 2020 - ieeexplore.ieee.org
Evaluating trust and distrust between users in online social networks is an important
research problem. To address this problem, we provide a method for estimating continuous …

A dynamic algorithm for stochastic trust propagation in online social networks: Learning automata approach

M Ghavipour, MR Meybodi - Computer Communications, 2018 - Elsevier
The dynamic nature of trust has been universally accepted in the literature. As two users
interact with each other, trust between them evolves based on their interaction's experience …

Atne-trust: Attributed trust network embedding for trust prediction in online social networks

Q Wang, W Zhao, J Yang, J Wu… - … Conference on Data …, 2020 - ieeexplore.ieee.org
Trust relationship prediction among people provides valuable supports for decision making,
information dissemination, and product promotion in online social networks. Network …

A multidimensional trust evaluation framework for online social networks based on machine learning

X Chen, Y Yuan, L Lu, J Yang - IEEE Access, 2019 - ieeexplore.ieee.org
Due to the openness of online social networks (OSNs), they have become the most popular
platforms for people to communicate with others in the expectation of sharing their opinions …

[PDF][PDF] Trust management in online social networks

G Liu - 2013 - comp.mq.edu.au
Abstract Online Social Networks (OSNs) have attracted many participants, and they have
been used as a means for a rich variety of activities, such as movie recommendations and …

Attention-based neural networks for trust evaluation in online social networks

Y Xu, Z Feng, X Zhou, M Xing, H Wu, X Xue, S Chen… - Information …, 2023 - Elsevier
Trust relationship prediction has gained a lot of interest in online social networks as it allows
users to escape complex analysis in decision-making. However, most existing work fail to …