A trust model for service selection, using learning automata-based approach

A Khoshkbarchi, HR Shahriari… - 7'th International …, 2014 - ieeexplore.ieee.org
Service-oriented environments comprise a number of interconnected service providers and
service consumers and are filled by vast numbers of services of various functionalities with …

Comparison-based agent partitioning with learning automata: A trust model for service-oriented environments

A Khoshkbarchi, HR Shahriari… - 2014 11th International …, 2014 - ieeexplore.ieee.org
Service oriented environments which consist of interconnected service providers and
service consumers are filled by vast numbers of services of similar functionalities and …

Coping with unfair ratings in reputation systems based on learning approach

A Khoshkbarchi, HR Shahriari - Enterprise Information Systems, 2017 - Taylor & Francis
One of the problems in service-oriented environments is the existence of deceptive agents
and their intentional or unintentional malicious behaviour. A more complex challenge is …

Service selection in stochastic environments: a learning-automaton based solution

A Yazidi, OC Granmo, BJ Oommen - Applied Intelligence, 2012 - Springer
In this paper, we propose a novel solution to the problem of identifying services of high
quality. The reported solutions to this problem have, in one way or the other, resorted to …

Agent-based trust model involving multiple qualities

EM Maximilien, MP Singh - Proceedings of the fourth international joint …, 2005 - dl.acm.org
A key limitation of current Web services standards is the inability to differentiate service
instances at runtime using (nonfunctional) qualities of services (QoS). Such differentiation is …

[PDF][PDF] Selecting trustworthy service in service-oriented environments

CW Hang, MP Singh - Proc. of Workshop on Trust in Agent Societies …, 2009 - cs.huji.ac.il
Most of current service selection approaches in service-oriented environments fail to capture
the dynamic relationships between services or assume the complete knowledge of service …

A dynamic trust model based on naive bayes classifier for ubiquitous environments

W Yuan, D Guan, S Lee, Y Lee - … , September 13-15, 2006. Proceedings 2, 2006 - Springer
Computational models of trust have been proposed for use in ubiquitous computing
environments to decide whether to provide services to requesters which are either unfamiliar …

A learning automata based solution to service selection in stochastic environments

A Yazidi, OC Granmo, BJ Oommen - International Conference on Industrial …, 2010 - Springer
With the abundance of services available in today's world, identifying those of high quality is
becoming increasingly difficult. Reputation systems can offer generic recommendations by …

A trust model with dynamic decision making for ubiquitous environments

W Yuan, D Guan, LX Hung, Y Lee… - 2006 14th IEEE …, 2006 - ieeexplore.ieee.org
This paper presents a novel role-based architecture for the trust model in ubiquitous
environments. The role is dynamically assigned to the service requester according to the …

User‐centric trust and reputation model for personal and trusted service selection

SR Yan, XL Zheng, DR Chen… - International Journal of …, 2011 - Wiley Online Library
Improving quality of services (QoS) through applying trust and reputation management
technology is increasingly popular in the literature and industry. Most existing trust and …