scholarly journals AntSearch: An Ant Search Algorithm in Unstructured Peer-to-Peer Networks

2006 ◽  
Author(s):  
Chi-Jen Wu ◽  
Kai-Hsiang Yang ◽  
Jan-Ming Ho
Keyword(s):  
Search Algorithm ◽  
Peer To Peer ◽  
Peer Networks ◽  
Peer To Peer Networks

scholarly journals A time-aware hyperlink-induced topic search-based reputation evaluation method for optimal manufacturing service recommendation in distributed peer-to-peer networks

2016 ◽  
Vol 11 (1) ◽  
pp. 13-22 ◽  
Author(s):  
Shuai Zhang ◽  
Song Xu ◽  
Wenyu Zhang ◽  
Dejian Yu
Keyword(s):  
Evaluation Method ◽  
Search Algorithm ◽  
Recall Rate ◽  
Global Scale ◽  
Peer To Peer ◽  
Peer Networks ◽  
Service Recommendation ◽  
Temporal Dimension ◽  
Peer To Peer Networks ◽  
Time Aware

With the explosive growth of manufacturing services on a global scale, it has become an enormous challenge to recommend optimal manufacturing service in distributed manufacturing environments. Reputation evaluation is a key step to make optimal manufacturing service recommendation. However, the reputation values calculated through conventional reputation evaluation methods are static and local, and have a severe impact on the effectiveness of manufacturing service recommendation. This article presents a novel and effective reputation evaluation method for optimal manufacturing service recommendation in distributed peer-to-peer networks. The main contribution of the proposed approach is that it makes it possible to calculate the global and dynamic reputation values of enterprises by employing a time-aware hyperlink-induced topic search algorithm. This algorithm not only disseminates the reputation value of transaction enterprises, but also takes account of the temporal dimension in the process of computing reputation values. A concrete example demonstrates the feasibility of calculating reputation values of the proposed method, and an evaluation experiment reveals that both of recall rate and precision rate are improved, employing our proposed method for recommending manufacturing service.

Sign in / Sign up

Export Citation Format

Share Document