Models for trust inference in social networks

CN Ziegler, J Golbeck - Propagation phenomena in real world networks, 2015 - Springer
Interpersonal trust between any two people in social networks is hard to gauge, and even
harder to infer, given that these two people are not connected by an immediate social link …

The ripple effect: change in trust and its impact over a social network

J Golbeck, U Kuter - Computing with Social Trust, 2009 - Springer
Computing trust between individuals in social networks is important for many intelligent
systems that take advantage of reasoning in social situations. There have been many …

[PDF][PDF] Trust management in social networks

T Abdessalem, B Cautis, A Souihli - 2009 - imt.hal.science
Current work in the area of trust management in a" web of trust" can be classified into two
families. Approaches of the first family infer trustworthiness by propagating trustworthiness …

[PDF][PDF] An association based approach to propagate social trust in social networks.

S Nepal, SK Bista, C Paris - UMAP Workshops, 2012 - Citeseer
The behaviour based trust models generally compute social trust using interactions of a
member with other members, referred to as “friends”. These models largely ignore the …

Strategies for predicting local trust based on trust propagation in social networks

YA Kim, HS Song - Knowledge-Based Systems, 2011 - Elsevier
Trust plays a critical role in determining social interactions in both online and offline
networks, and reduces information overload, uncertainties and risk from unreliable users. In …

A very fast and robust trust inference algorithm in weighted signed social networks using controversy, eclecticism, and reciprocity

K Akilal, H Slimani, M Omar - Computers & Security, 2019 - Elsevier
The importance of trust in social networks instigated many research efforts to understand it
and predict it. However, the complex nature of trust and its counterpart; distrust; makes these …

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 …

A dynamic algorithm for stochastic trust propagation in online social networks: Learning automata approach

M Ghavipour, MR Meybodi - Computer Communications, 2018 - Elsevier
The dynamic nature of trust has been universally accepted in the literature. As two users
interact with each other, trust between them evolves based on their interaction's experience …

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 …

Behavior‐Based Propagation of Trust in Social Networks with Restricted and Anonymous Participation

S Nepal, SK Bista, C Paris - Computational Intelligence, 2015 - Wiley Online Library
Increasing interactions and engagements in social networks through monetary and material
incentives is not always feasible. Some social networks, specifically those that are built on …