The University of Southampton
University of Southampton Institutional Repository

Automating Trust Evaluation for Ensuring Information Quality

Huynh, TD (2009) Automating Trust Evaluation for Ensuring Information Quality At Knowledge Systems for Coalition Operations, United Kingdom.

Record type: Conference or Workshop Item (Paper)

Abstract

Modern warfare's situation awareness and operation planning requires analyzing a vast amount of information, ranging broadly from intelligence reports to data from autonomous sensors. Correctly assessing the credibility of such information in a timely manner is as crucial to decision making as being able to obtain the information in the first place. However, manual information quality assessment is time-consuming and laborious, especially considering the amount of information that modern automated knowledge solutions can deliver. In this paper, we present a novel trust framework called the Personalized Trust Framework (PTF), which can assist military analysts to automate their trust evaluation process, and, as a result, significantly lighten the burden of information quality assessment. In other words, it provides a mechanism for end users to capture their trust reasoning in order for it to be automated by computers. In particulars, a user can specify how he selects a trust model based on information about the subject whose trustworthiness he needs to evaluate and how that trust model is configured. This trust evaluation process is then automated by the PTF making use of the trust models that can be flexibly plugged into the PTF by the user. By so doing, the PTF enable users to reuse and to personalize existing trust models to suit their requirements without having to reprogram them. Finally, this paper demonstrates a simple application of the PTF in automated credibility evaluation to ensure information quality.

PDF ptf-ksco.v3.pdf - Version of Record
Download (1MB)

More information

Published date: March 2009
Venue - Dates: Knowledge Systems for Coalition Operations, United Kingdom, 2009-03-01
Keywords: trust, reputation, extensibility, framework
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 267117
URI: http://eprints.soton.ac.uk/id/eprint/267117
PURE UUID: 74899b9c-c38a-403a-be4b-9e83956c5994
ORCID for TD Huynh: ORCID iD orcid.org/0000-0003-4937-2473

Catalogue record

Date deposited: 16 Feb 2009 15:01
Last modified: 18 Jul 2017 07:07

Export record

Contributors

Author: TD Huynh ORCID iD

University divisions

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×