Product rating prediction using trust relationships in social networks

A Davoudi, M Chatterjee - 2016 13th IEEE Annual Consumer …, 2016 - ieeexplore.ieee.org
… our method provides better prediction when using trust relationship based on centrality …
predict the rating user i would assign to product j, given the social graph and the user-item rating

Trust relationship prediction using online product review data

N Ma, EP Lim, VA Nguyen, A Sun, H Liu - Proceedings of the 1st ACM …, 2009 - dl.acm.org
… Given that user-supplied trust relationships are usually very sparse, we study the prediction
of trust relationships using user interaction features in an online user generated review

Trust prediction from user-item ratings

N Korovaiko, A Thomo - Social Network Analysis and Mining, 2013 - Springer
trust links to produce more accurate rating predictions (cf. … study here, predicting trust links
from product ratings, there is … to infer trust relationships in cases where the traditional trust

A trust prediction framework in rating-based experience sharing social networks without a Web of Trust

YA Kim, R Phalak - Information Sciences, 2012 - Elsevier
… online product review sharing … of trust networks to predict future trust relations (or links) with
a supervised learning method. While most of the current studies on trust prediction use a trust

Social trust model for rating prediction in recommender systems: Effects of similarity, centrality, and social ties

A Davoudi, M Chatterjee - Online Social Networks and Media, 2018 - Elsevier
… to predict user rating for products based on user-item rating matrix. … is to predict the rating
that user i would assign to product j, when the social relationship graph and the user-item rating

[HTML][HTML] Trust prediction in online social rating networks

AMT Ali-Eldin - Ain Shams Engineering Journal, 2018 - Elsevier
… In an immediate trust relationship there are no less than two elements associated with at …
metric models rely on users’ experiences to assess the trust or rating values of products, …

[PDF][PDF] Modeling trust for rating prediction in recommender systems

A Davoudi, M Chatterjee - SIAM Workshop on Machine …, 2016 - doogkong.github.io
… Problem Statement: In a given recommender system, how can we predict the rating that
user i would assign to product j, when the social relationship graph and the user-item rating

[HTML][HTML] Extracting user influence from ratings and trust for rating prediction in recommendations

W Shi, L Wang, J Qin - Scientific reports, 2020 - nature.com
… If there is a trust relationship between two users, the padding value of the corresponding …
user popularity as two products from user-item rating and user-user trust respectively, taking the …

eTrust: Understanding trust evolution in an online world

J Tang, H Gao, H Liu, A Das Sarma - Proceedings of the 18th ACM …, 2012 - dl.acm.org
rating prediction methods thus we aim to investigate whether considering dynamics of trust
relations and … In this paper, we study online trust evolution in the context of product review. By …

Strength of social influence in trust networks in product review sites

C Au Yeung, T Iwata - Proceedings of the fourth ACM international …, 2011 - dl.acm.org
… Another reason to consider matrix factorisation is that we believe the true strengths of
trust relations can be used to improve rating predictions. Existing works that consider …