Social media security and trustworthiness: overview and new direction

Z Zhang, BB Gupta - Future Generation Computer Systems, 2018 - Elsevier
The emerging social media with inherent capabilities seems to be gaining edge over
comprehensiveness, diversity and wisdom, nevertheless its security and trustworthiness …

An overview of consensus models for group decision-making and group recommender systems

TNT Tran, A Felfernig, VM Le - User Modeling and User-Adapted …, 2023 - Springer
Group decision-making processes can be supported by group recommender systems that
help groups of users obtain satisfying decision outcomes. These systems integrate a …

Trustworthy recommender systems

S Wang, X Zhang, Y Wang, F Ricci - ACM Transactions on Intelligent …, 2022 - dl.acm.org
Recommender systems (RSs) aim at helping users to effectively retrieve items of their
interests from a large catalogue. For a quite long time, researchers and practitioners have …

Learning social representations with deep autoencoder for recommender system

Y Pan, F He, H Yu - World Wide Web, 2020 - Springer
With the development of online social media, it attracts increasingly attentions to utilize
social information for recommender systems. Based on the intuition that users are influenced …

A survey on trust prediction in online social networks

SM Ghafari, A Beheshti, A Joshi, C Paris… - IEEE …, 2020 - ieeexplore.ieee.org
Level of Trust can determine which source of information is reliable and with whom we
should share or from whom we should accept information. There are several applications for …

Exploring security and trust mechanisms in online social networks: An extensive review

G Jethava, UP Rao - Computers & Security, 2024 - Elsevier
Abstract The rise of Online Social Networks (OSNs) continues to surge in today's modern
era. Millions of users are attracted and joined various OSNs and use them to perform various …

Extracting implicit social relation for social recommendation techniques in user rating prediction

SM Taheri, H Mahyar, M Firouzi, E Ghalebi K… - Proceedings of the 26th …, 2017 - dl.acm.org
Recommendation plays an increasingly important role in our daily lives. Recommender
systems automatically suggest items to users that might be interesting for them. Recent …

Social context-aware trust prediction: methods for identifying fake news

SM Ghafari, S Yakhchi, A Beheshti, M Orgun - Web Information Systems …, 2018 - Springer
Fake news, a type of yellow journalism or propaganda, consist of false or incorrect
information and have the potential to spread very fast on online social networks. This false …

SETTRUST: social exchange theory based context-aware trust prediction in online social networks

SM Ghafari, S Yakhchi, A Beheshti, M Orgun - Data Quality and Trust in Big …, 2019 - Springer
Trust is context-dependent. In real-world scenarios, people trust each other only in certain
contexts. However, this concept has not been seriously taken into account in most of the …

Learning to embed music and metadata for context-aware music recommendation

D Wang, S Deng, X Zhang, G Xu - World Wide Web, 2018 - Springer
Contextual factors greatly influence users' musical preferences, so they are beneficial
remarkably to music recommendation and retrieval tasks. However, it still needs to be …