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International Conference on Information Technology: Coding and Computing (ITCC '01)
System Fusion for Improving Performance in Information Retrieval Systems
Las Vegas, NV
April 02-April 04
ISBN: 0-7695-1062-0
ASCII Text
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M. C. McCabe, A. Chowdhury, D. Grossman, O. Frieder, "System Fusion for Improving Performance in Information Retrieval Systems," Information Technology: Coding and Computing, International Conference on, pp. 0639, International Conference on Information Technology: Coding and Computing (ITCC '01), 2001.
 
 
BibTex
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@article{ 10.1109/ITCC.2001.918869,
author = {M. C. McCabe and A. Chowdhury and D. Grossman and O. Frieder},
title = {System Fusion for Improving Performance in Information Retrieval Systems},
journal ={Information Technology: Coding and Computing, International Conference on},
volume = {0},
year = {2001},
isbn = {0-7695-1062-0},
pages = {0639},
doi = {http://doi.ieeecomputersociety.org/10.1109/ITCC.2001.918869},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Information Technology: Coding and Computing, International Conference on
TI - System Fusion for Improving Performance in Information Retrieval Systems
SN - 0-7695-1062-0
SP
EP
A1 - M. C. McCabe,
A1 - A. Chowdhury,
A1 - D. Grossman,
A1 - O. Frieder,
PY - 2001
VL - 0
JA - Information Technology: Coding and Computing, International Conference on
ER -
 
M. C. McCabe, Illinois Institute of Technology
A. Chowdhury, Illinois Institute of Technology
D. Grossman, Illinois Institute of Technology
O. Frieder, Illinois Institute of Technology
Abstract: Fusion of various retrieval strategies has long been suggested as a means of improving retrieval effectiveness. To date, testing of fusion was done by combining result sets from widely disparate approaches that include an uncontrolled mixture of retrieval strategies and utilities. To isolate the effect of fusion on individual retrieval models, we have implemented probabilistic, vector space, and weighted Boolean models and tested the effect of fusion on these strategies in a systematic fashion. We also tested the effect of fusion on various query representations and have shown up to a twelve percent improvement in average precision.
Citation:
M. C. McCabe, A. Chowdhury, D. Grossman, O. Frieder, "System Fusion for Improving Performance in Information Retrieval Systems," itcc, pp.0639, International Conference on Information Technology: Coding and Computing (ITCC '01), 2001
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