Using probabilistic confidence models for trust inference in web-based social networks

U Kuter, J Golbeck - ACM Transactions on Internet Technology (TOIT), 2010 - dl.acm.org
In this article, we describe a new approach that gives an explicit probabilistic interpretation
for social networks. In particular, we focus on the observation that many existing Web-based …

[PDF][PDF] Sunny: A new algorithm for trust inference in social networks using probabilistic confidence models

U Kuter, J Golbeck - AAAI, 2007 - cdn.aaai.org
In many computing systems, information is produced and processed by many people.
Knowing how much a user trusts a source can be very useful for aggregating, filtering, and …

Tison: Trust inference in trust-oriented social networks

S Hamdi, AL Gancarski, A Bouzeghoub… - ACM Transactions on …, 2016 - dl.acm.org
Trust systems represent a significant trend in decision support for social networks' service
provision. The basic idea is to allow users to rate each other even without being direct …

Inferring binary trust relationships in web-based social networks

J Golbeck, J Hendler - ACM Transactions on Internet Technology (TOIT), 2006 - dl.acm.org
The growth of Web-based social networking and the properties of those networks have
created great potential for producing intelligent software that integrates a user's social …

Trust propagation with mixed-effects models

J Overgoor, E Wulczyn, C Potts - … AAAI Conference on Web and Social …, 2012 - ojs.aaai.org
Web-based social networks typically use public trust systems to facilitate interactions
between strangers. These systems can be corrupted by misleading information spread …

Trustlet, open research on trust metrics

P Massa, K Souren, M Salvetti, D Tomasoni - … Computing: Practice and …, 2008 - scpe.org
A trust metric is a technique for predicting how much a user of a social network might trust
another user. This is especially beneficial in situations where most users are unknown to …

[图书][B] Computing and applying trust in web-based social networks

JA Golbeck - 2005 - search.proquest.com
The proliferation of web-based social networks has lead to new innovations in social
networking, particularly by allowing users to describe their relationships beyond a basic …

On selecting recommenders for trust evaluation in online social networks

W Jiang, J Wu, G Wang - ACM Transactions on Internet Technology …, 2015 - dl.acm.org
Trust is a central component of social interactions among humans. Many applications
motivate the consideration of trust evaluation in online social networks (OSNs). Some work …

A flexible framework for probabilistic models of social trust

B Huang, A Kimmig, L Getoor, J Golbeck - … Washington, DC, USA, April 2-5 …, 2013 - Springer
In social networks, notions such as trust, fondness, or respect between users can be
expressed by associating a strength with each tie. This provides a view of social interaction …

Trustworthiness in networks: A simulation approach for approximating local trust and distrust values

K Nordheimer, T Schulze, D Veit - Trust Management IV: 4th IFIP WG 11.11 …, 2010 - Springer
Trust is essential for most social and business networks in the web, and determining local
trust values between two unfamiliar users is an important issue. However, many existing …