A dynamic trust network for autonomy-oriented partner finding

Hongjun Qiu*, Jiming LIU, Ning Zhong

*Corresponding author for this work

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

2 Citations (Scopus)

Abstract

The problem of finding partners is to identify which entities (agents) can provide requested services from a group of entities. It can be found in open and distributed environments for such tasks as file sharing and resource allocation. Previous studies have shown that entities can refine and determine partners through measuring trust relationships, i.e., the beliefs of entities that others will accomplish a request for assigned services at hand. Entities dynamically change their beliefs through recalling their past experiences in order to quickly identify partners for new requests. This paper aims to observe whether those changes can enable entities efficiently find partners and hence provide services. To this end, we propose a dynamic network of trust-based entities. Then, we investigate the dynamics of its structure and efficiency in the above-mentioned aspects. Autonomy-Oriented Computing (AOC) is applied to observe how the dynamics emerge from local behaviors. A notion of autonomy is embodied in defining how entities activate their partner finding behaviors, whereas self-organization is realized to update the strength of trust relationships. Experimental results explicitly display a dynamic process of this network, changing from containing no link (trust relationship) to having some stable links. Specially, in this process, the efficiency gradually gets enhanced.

Original languageEnglish
Title of host publicationActive Media Technology - 5th International Conference, AMT 2009, Proceedings
Pages323-334
Number of pages12
DOIs
Publication statusPublished - 2009
Event5th International Conference on Active Media Technology, AMT 2009 - Beijing, China
Duration: 22 Oct 200924 Oct 2009
https://link.springer.com/book/10.1007/978-3-642-04875-3

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5820 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference5th International Conference on Active Media Technology, AMT 2009
Country/TerritoryChina
CityBeijing
Period22/10/0924/10/09
Internet address

Scopus Subject Areas

  • Theoretical Computer Science
  • Computer Science(all)

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