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CIKM
2009
Springer
15 years 8 months ago
A machine learning approach for improved BM25 retrieval
Despite the widespread use of BM25, there have been few studies examining its effectiveness on a document description over single and multiple field combinations. We determine t...
Krysta Marie Svore, Christopher J. C. Burges
JUCS
2011
161views more  JUCS 2011»
14 years 8 months ago
Document Retrieval Using SIFT Image Features
: This paper describes a new approach to document classification based on visual features alone. Text-based retrieval systems perform poorly on noisy text. We have conducted serie...
Dan Smith, Richard Harvey
AMR
2005
Springer
83views Multimedia» more  AMR 2005»
15 years 7 months ago
Toward Consistent Evaluation of Relevance Feedback Approaches in Multimedia Retrieval
Many different communities have conducted research on the efficacy of relevance feedback in multimedia information systems. Unlike text IR, performance evaluation of multimedia IR...
Xiangyu Jin, James C. French, Jonathan Michel
CICLING
2003
Springer
15 years 7 months ago
Natural Language in Information Retrieval
It seems the time is ripe for the two to meet: NLP has grown out of prototypes and IR is having hard time trying to improve precision. Two examples of possible approaches are consi...
Elzbieta Dura
CLEF
2004
Springer
15 years 7 months ago
Toward Cross-Language and Cross-Media Image Retrieval
This report describes the approach used in our participation of ImageCLEF. Our focus is on image retrieval using text, i.e. Cross-Media IR. To do this, we first determine the str...
Carmen Alvarez, Ahmed Id Oumohmed, Max Mignotte, J...