A Bayesian multiagent trust model for social networks

N Sardana, R Cohen, J Zhang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we introduce a framework for modeling the trustworthiness of peers in the
setting of online social networks. In these contexts, it may be important to be filtering the …

From small seeds grow fruitful trees: How the PHelpS peer help system stimulated a diverse and innovative research agenda over 15 years

J Vassileva, GI McCalla, JE Greer - International Journal of Artificial …, 2016 - Springer
PHelpS was a system that helped Correctional Service Canada (CSC) workers to find
appropriate helpers among their peers when they were encountering problems while …

Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management

A Parmentier, R Cohen, X Ma, G Sahu… - International Journal of …, 2022 - Springer
In this paper, we present an approach for predicting trust links between peers in social
media, one that is grounded in the artificial intelligence area of multiagent trust modeling. In …

The current state of online social networking for the health community: where trust modeling research may be of value

D Ohashi, R Cohen, X Fu - … of the 2017 International Conference on …, 2017 - dl.acm.org
In this paper, we discuss the prevalence of misleading information in health-oriented online
social networks and discussion boards. With increasing numbers of patients and caregivers …

Validating trust models against realworld data sets

N Sardana, R Cohen - 2014 Twelfth Annual International …, 2014 - ieeexplore.ieee.org
In order to validate a particular approach to trust modeling, researchers have typically
designed simulations in which various multliagent conditions are modeled and tested …

[PDF][PDF] Modeling agent trustworthiness with credibility for message recommendation in social networks

N Sardana, R Cohen - … of the 2014 international conference on …, 2014 - aamas.csc.liv.ac.uk
This paper presents a framework for multiagent systems trust modeling that reasons about
both user credibility and user similarity. Through simulation, we are able to show that our …

Empowering patients and caregivers to manage healthcare via streamlined presentation of web objects selected by modeling learning benefits obtained by similar …

J Champaign, R Cohen, DY Lam - ACM Transactions on Intelligent …, 2015 - dl.acm.org
In this article, we introduce a framework for selecting web objects (texts, videos, simulations)
from a large online repository to present to patients and caregivers, in order to assist in their …

A hybrid recommender system based on material concepts with difficulty levels

GUO Guibing, MH ERDT, BS LEE - International Conference on …, 2013 - library.apsce.net
Recommending learning materials for e-learning systems often encounters two issues: how
to classify and organize learning materials and how to make effective recommendations. In …

Demonstrating the value of credibility modeling for trust-based approaches to online message recommendation

N Sardana, R Cohen - 2014 Twelfth Annual International …, 2014 - ieeexplore.ieee.org
This paper presents a validation of CredTrust, a multiagent trust model aimed at addressing
the problem of folklore in online social networks: strong similarity among mis-guided peers …

Recommending messages to users in participatory media environments: a bayesian credibility approach

N Sardana - 2014 - uwspace.uwaterloo.ca
In this thesis, we address the challenge of information overload in online participatory
messaging environments using an artificial intelligence approach drawn from research in …