Title
Network Size And Topology Impact On Trust-Based Ranking
Abstract
The participation to virtual contexts has been increased during the last decade. Trust is often used in such a scenario as a mechanism to establish reliable relationships. In addition, trust is often used to rank nodes in a network and the higher the rank the more preferred that node will be, therefore each node aims at getting a better position. Since a proper trade-off between the desired position and the related cost should be achieved, in this paper we analyse the rank-vs-cost function in trust networks, considering different topologies and different number of nodes. Results show that if we look for the first position (best rank), the effort is independent on network size for all topologies but scale-free, where costs increases strongly. Moreover, if we accept to achieve a good position, i.e., within the first 5% or 10% of nodes, all networks exhibit similar behaviour for any sizes.
Year
DOI
Venue
2017
10.1504/IJBIC.2017.085899
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION
Keywords
Field
DocType
trust, complex network, scale-free networks, random networks, ranking, reputation systems, recommendation systems, trust metrics, collaborative filtering, security
Network size,Recommender system,Collaborative filtering,Ranking,Network topology,Scale-free network,Complex network,Mathematics,Distributed computing
Journal
Volume
Issue
ISSN
10
2
1758-0366
Citations 
PageRank 
References 
1
0.35
0
Authors
4
Name
Order
Citations
PageRank
Vincenza Carchiolo126151.62
Alessandro Longheu214229.98
Michele Malgeri321942.79
Giuseppe Mangioni419937.16