Title :
Estimation of source relevance and theory of belief functions
Author :
Regis, Sebastien ; Frominville, J. ; Doncescu, Andrei
Author_Institution :
LAMIA, French West Indies & Guyana Univ., Pointe-Pitre, France
Abstract :
In this article we propose to use the conflict in the context of the belief functions theory in order to assess the quality (called here the relevance) of an information source. We study two measures of conflict proposed in two similar approaches that aim to assess this quality of an information source. Empirical tests show that both measures give globally close results and that the notion of relevance improve the classification.
Keywords :
belief networks; information theory; quality management; belief functions theory; information source; quality assessment; source relevance estimation; Biological system modeling;
Conference_Titel :
Research Challenges in Information Science (RCIS), 2011 Fifth International Conference on
Conference_Location :
Gosier
Print_ISBN :
978-1-4244-8670-0
Electronic_ISBN :
2151-1349
DOI :
10.1109/RCIS.2011.6006871