Sciweavers

Share
JIIS
2002

Using Dempster-Shafer's Theory of Evidence to Combine Aspects of Information Use

8 years 7 months ago
Using Dempster-Shafer's Theory of Evidence to Combine Aspects of Information Use
In this paper we propose a model for relevance feedback. Our model combines evidence from user's relevance assessments with algorithms describing how words are used within documents. We motivate the use of the Dempster-Shafer framework as an appropriate theory for modelling combination of evidence. This model also incorporates the uncertain nature of information retrieval and relevance feedback. We discuss the sources of uncertainty in combining evidence in information retrievel and the importance of combining evidence in relevance feedback. We also present results from a series of experiments that highlight various aspects of our approach and discuss our findings.
Ian Ruthven, Mounia Lalmas
Added 22 Dec 2010
Updated 22 Dec 2010
Type Journal
Year 2002
Where JIIS
Authors Ian Ruthven, Mounia Lalmas
Comments (0)
books