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  5. On the Evaluation of Data Fusion for Information Retrieval
 
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On the Evaluation of Data Fusion for Information Retrieval

Author(s)
Lillis, David  
Uri
http://hdl.handle.net/10197/25811
Date Issued
2020-12-20
Date Available
2024-05-02T15:34:09Z
Abstract
Data Fusion combines document rankings from multiple systems into one, in order to improve retrieval effectiveness. Many approaches to this task have been proposed in the literature, and these have been evaluated in various ways. This paper examines a number of such evaluations, to extract commonalities between approaches. Some drawbacks of the prevailing evaluation strategies are then identified, and suggestions made for more appropriate evaluation of data fusion.
Type of Material
Conference Publication
Publisher
ACM
Copyright (Published Version)
2020 the Authors
Subjects

Information retrieval...

Data fusion

Rank aggregation

Evaluation

DOI
10.1145/3441501.3441506
Web versions
http://fire.irsi.res.in/fire/2020/home
Language
English
Status of Item
Peer reviewed
Journal
FIRE 2020: Forum for Information Retrieval Evaluation
Conference Details
The 12th meeting of Forum for Information Retrieval Evaluation (FIRE 2020), Hyderabad, India, 16-20 December 2020
ISBN
978-1-4503-8978-5
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
File(s)
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Lillis2020(5).pdf

Size

516.72 KB

Format

Adobe PDF

Checksum (MD5)

947c399d1115a9d2e2911fa65c095c6d

Owning collection
Computer Science Research Collection

Item descriptive metadata is released under a CC-0 (public domain) license: https://creativecommons.org/public-domain/cc0/.
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