Analyses of multiple evidence combination

It has been known that different representations of a query retrieve different sets of documents. Recentwork suggests that significant improvements in retrieval performance can be achieved by combiningmultiple representations of an information need. However, little effort has been made to understandthe reason why combining multiple sources of evidence improves retrieval effectiveness. In this paperwe analyze why improvements can be achieved with evidence combination, and investigate how...