Recommender systems: an overview, research trends, and future directions

PK Singh, PKD Pramanik, AK Dey… - … Journal of Business …, 2021 - inderscienceonline.com
Recommender system (RS) has emerged as a major research interest that aims to help
users to find items online by providing suggestions that closely match their interest. This …

Trust on the world wide web: a survey

J Golbeck - Foundations and trends® in web science, 2008 - nowpublishers.com
The success of the Web is based largely on its open, decentralized nature; at the same time,
that allows for a wide range of perspectives and intentions. Trust is required to foster …

Recommender system application developments: a survey

J Lu, D Wu, M Mao, W Wang, G Zhang - Decision support systems, 2015 - Elsevier
A recommender system aims to provide users with personalized online product or service
recommendations to handle the increasing online information overload problem and …

On deep learning for trust-aware recommendations in social networks

S Deng, L Huang, G Xu, X Wu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
With the emergence of online social networks, the social network-based recommendation
approach is popularly used. The major benefit of this approach is the ability of dealing with …

[PDF][PDF] Challenges for robust trust and reputation systems

A Jøsang, J Golbeck - Proceedings of the 5th International Workshop on …, 2009 - Citeseer
The purpose of trust and reputation systems is to strengthen the quality of markets and
communities by providing an incentive for good behaviour and quality services, and by …

Predicting trust and distrust in social networks

T DuBois, J Golbeck… - 2011 IEEE third …, 2011 - ieeexplore.ieee.org
As user-generated content and interactions have overtaken the web as the default mode of
use, questions of whom and what to trust have become increasingly important. Fortunately …

A theory-driven design framework for social recommender systems

O Arazy, N Kumar, B Shapira - Journal of the Association for …, 2010 - aisel.aisnet.org
Social recommender systems utilize data regarding users' social relationships in filtering
relevant information to users. To date, results show that incorporating social relationship …

Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends

S Forouzandeh, M Rostami, K Berahmand - Engineering Applications of …, 2021 - Elsevier
In recent years, the use of trust-based recommendation systems to predict the scores of
items not rated by users has attracted many researchers' interest. Accordingly, they create a …

[PDF][PDF] Linking Social Networks on the Web with FOAF: A Semantic Web Case Study.

J Golbeck, M Rothstein - AAAI, 2008 - cdn.aaai.org
One of the core goals of the Semantic Web is to store data in distributed locations, and use
ontologies and reasoning to aggregate it. Social networking is a large movement on the …

Trust metrics in recommender systems

P Massa, P Avesani - Computing with social trust, 2009 - Springer
Abstract Recommender Systems based on Collaborative Filtering suggest to users items
they might like, such as movies, songs, scientific papers, or jokes. Based on the ratings …