A survey on trust prediction in online social networks

SM Ghafari, A Beheshti, A Joshi, C Paris… - IEEE …, 2020 - ieeexplore.ieee.org
… and with whom we should share or from whom we should … a trust prediction framework
based on trust chains and a trust … -based and users’ rating-based attributes and employed a C4…

A novel implicit trust recommendation approach for rating prediction

Y Li, J Liu, J Ren, Y Chang - IEEE Access, 2020 - ieeexplore.ieee.org
… method infers implicit trust values among users based on their social networks and … A trust
prediction framework in rating-based experience sharing social networks without a Web of trust

Modeling trust-aware recommendations with temporal dynamics in social networks

A Ahmed, K Saleem, U Rashid, A Baz - IEEE Access, 2020 - ieeexplore.ieee.org
… model such as trust prediction and rating prediction. • The … TARS [3] is a trust-based
recommendation framework based … categories: Rating based methods, Trust based models and …

Towards time-aware context-aware deep trust prediction in online social networks

SM Ghafari - arXiv preprint arXiv:2003.09543, 2020 - arxiv.org
… and with whom we should share or from whom we should … a trust prediction framework
based on trust chains and a trust … -based and users’ rating-based attributes and employed a C4…

TrustDL: Use of trust-based dictionary learning to facilitate recommendation in social networks

N Khaledian, A Nazari, K Khamforoosh… - Expert Systems with …, 2023 - Elsevier
trust information to better communicate and use each other’s experiences on a social network
… In this paper, the items’ scores that the user has not rated are predicted, and a trust-based …

A semantic and social‐based collaborative recommendation of friends in social networks

L Berkani - Software: Practice and Experience, 2020 - Wiley Online Library
… Recommender systems predict the “rating” or “preference” that a … They have corrected the
rating based on users' natural attribute … The proposed framework integrates user relationship …

Social networks data analytical approaches for trust‐based recommender systems: A systematic literature review

N Vatani, AM Rahmani, HHS Javadi… - International Journal of …, 2024 - Wiley Online Library
… weight to the similarity of predicted rating and the real rating of … keep in touch with family and
friends and share information. … framework including a two-phase process for providing trust-…

[PDF][PDF] A Trust-Based Collaborative Filtering Approach to Design Recommender Systems

VK Sejwal, M Abulaish - … Journal of Advanced Computer Science and …, 2020 - academia.edu
… users in a trust-based social network. Abbasi et al. [5] defined … The methods discussed so
far used rating-based trust … rating prediction of the unrated items jointly using UBCF and trust

Cooperative Trustworthiness Evaluation and Trustworthy Service Rating

J Du, C Jiang - … Networks: Resource Allocation and Networking, 2022 - Springer
… , social networks provide platforms that collect and share users’ … -prior peer prediction in the
service rating system of social networks. … index, we design a service rating framework. In this …

Unifying user similarity and social trust to generate powerful recommendations for smart cities using collaborating filtering-based recommender systems

M Ayub, MA Ghazanfar, Z Mehmood, KH Alyoubi… - Soft Computing, 2020 - Springer
… Therefore, e-commerce-based companies maintain social network … The user CF similarity
means the co-rating-based similarity … the prediction accuracy in a way that trust networks are …