AUTOMATIC EVALUATION OF INFORMATION CREDIBILITY IN SEMANTIC WEB AND KNOWLEDGE GRID

Adam L. Kaczmarek

2008

Abstract

This article presents a novel algorithm for automatic estimation of information credibility. It concerns information collected in Knowledge Grid and Semantic Web. Possibilities to evaluate the credibility of information in such structures are much greater than those available for WWW sites which use natural language. The rating system presented in this paper estimates credibility automatically on the basis of the following metrics: information commonality, source independence, prestige of the source, experience with the source and conclusions from related information.

Paper Citation

in Harvard Style

L. Kaczmarek A. (2008). AUTOMATIC EVALUATION OF INFORMATION CREDIBILITY IN SEMANTIC WEB AND KNOWLEDGE GRID . In Proceedings of the Fourth International Conference on Web Information Systems and Technologies - Volume 2: WEBIST, ISBN 978-989-8111-27-2, pages 275-278. DOI: 10.5220/0001516002750278

in Bibtex Style

@conference{webist08,
author={Adam L. Kaczmarek},
title={AUTOMATIC EVALUATION OF INFORMATION CREDIBILITY IN SEMANTIC WEB AND KNOWLEDGE GRID},
booktitle={Proceedings of the Fourth International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,},
year={2008},
pages={275-278},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001516002750278},
isbn={978-989-8111-27-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,
TI - AUTOMATIC EVALUATION OF INFORMATION CREDIBILITY IN SEMANTIC WEB AND KNOWLEDGE GRID
SN - 978-989-8111-27-2
AU - L. Kaczmarek A.
PY - 2008
SP - 275
EP - 278
DO - 10.5220/0001516002750278