Understanding graph-based trust evaluation in online social networks: Methodologies and challenges

W Jiang, G Wang, MZA Bhuiyan, J Wu - Acm Computing Surveys (Csur), 2016 - dl.acm.org
Online Social Networks (OSNs) are becoming a popular method of meeting people and
keeping in touch with friends. OSNs resort to trust evaluation models and algorithms to …

Generating trusted graphs for trust evaluation in online social networks

W Jiang, G Wang, J Wu - Future generation computer systems, 2014 - Elsevier
We propose a novel trust framework to address the issue of “Can Alice trust Bob on a
service?” in large online social networks (OSNs). Many models have been proposed for …

On selecting recommenders for trust evaluation in online social networks

W Jiang, J Wu, G Wang - ACM Transactions on Internet Technology …, 2015 - dl.acm.org
Trust is a central component of social interactions among humans. Many applications
motivate the consideration of trust evaluation in online social networks (OSNs). Some work …

Trust assessment in online social networks

G Liu, Q Yang, H Wang, AX Liu - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Assessing trust in online social networks (OSNs) is critical for many applications such as
online marketing and network security. It is a challenging problem, however, due to the …

Trust evaluation in online social networks using generalized network flow

W Jiang, J Wu, F Li, G Wang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In online social networks (OSNs), to evaluate trust from one user to another indirectly
connected user, the trust evidence in the trusted paths (ie, paths built through intermediate …

Trustlet, open research on trust metrics

P Massa, K Souren, M Salvetti, D Tomasoni - … Computing: Practice and …, 2008 - scpe.org
A trust metric is a technique for predicting how much a user of a social network might trust
another user. This is especially beneficial in situations where most users are unknown to …

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 …

Gatrust: A multi-aspect graph attention network model for trust assessment in osns

N Jiang, J Wen, J Li, X Liu, D Jin - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Social trust assessment that characterizes a pairwise trustworthiness relationship can spur
diversified applications. Extensive efforts have been put in exploration, but mainly focusing …

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 …

Measurement theory-based trust management framework for online social communities

Y Ruan, P Zhang, L Alfantoukh, A Durresi - ACM Transactions on …, 2017 - dl.acm.org
We propose a trust management framework based on measurement theory to infer indirect
trust in online social communities using trust's transitivity property. Inspired by the similarities …