Title :
Pedigree and confidence: Issues in data credibility and reliability
Author :
Young, Stanley ; Palmer, John
Author_Institution :
Overwatch Syst., Austin
Abstract :
The primary goal of this effort is to establish an approach for determining the trustworthiness of a datum element produced from one or more sources. This discussion develops the notion of Trustworthiness as a measurement of corroboration derived by assessing the level of conformity to existing beliefs. A technique is proposed for combining trustworthiness of sources and specific datum elements.
Keywords :
sensor fusion; Trustworthiness notion; corroboration measurement; data credibility-reliability; datum element; Automatic control; Automation; Databases; Decision making; Financial management; Humans; Measurement; Monitoring; Performance loss; Performance metrics; confidence; pedigree; reliability;
Conference_Titel :
Information Fusion, 2007 10th International Conference on
Conference_Location :
Quebec, Que.
Print_ISBN :
978-0-662-45804-3
Electronic_ISBN :
978-0-662-45804-3
DOI :
10.1109/ICIF.2007.4408053
