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Author, Editor

Author(s):

Pölitz, Christian
Schenkel, Ralf

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Not MPG Author(s):

Pölitz, Christian

Editor(s):

Ma, Wei-Ying
Nie, Jian-Yun
Baeza-Yates, Ricardo A.
Chua, Tat-Seng
Croft, W. Bruce

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dblp
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Not MPII Editor(s):

Ma, Wei-Ying
Nie, Jian-Yun
Baeza-Yates, Ricardo A.
Chua, Tat-Seng
Croft, W. Bruce

BibTeX cite key*:

PoelitzS2011

Title, Booktitle

Title*:

Learning to Rank under Tight Budget Constraints

Booktitle*:

34th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011)

Event, URLs

Language:

English

URL of the conference:


Event Address*:

Beijing, China

URL for downloading the paper:


Event Date*:


Organization:


Event Start Date:

24 July 2011

Event End Date:

28 July 2011

Publisher

Publisher's Name*:

ACM

Publisher's URL:


Publisher's Address*:

.

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:


Pages*:

1173-1174

Year*:

2011

VG Wort Pages:


ISBN/ISSN:


Sequence Number:






Note, Abstract, ©

Note:


(LaTeX) Abstract:

This paper considers the problem of processing queries under budget constraints. Unlike existing work, it uses machine learning techniques not just to select features to evaluate, but also to select how many documents from an inverted list to evaluate for each feature. Experimental evaluation with TREC Terabyte queries shows that almost perfect results can be achieved with reading only 20\% of all list entries.

URL for the Abstract:


Categories / Keywords:


HyperLinks / References / URLs:


Copyright Message:


Personal Comments:


Download
Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Databases and Information Systems Group

Audience:

experts only

Appearance:

MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort

BibTeX Entry:
@INPROCEEDINGS{PoelitzS2011,
AUTHOR = {P{\"o}litz, Christian and Schenkel, Ralf},
EDITOR = {Ma, Wei-Ying and Nie, Jian-Yun and Baeza-Yates, Ricardo A. and Chua, Tat-Seng and Croft, W. Bruce},
TITLE = {Learning to Rank under Tight Budget Constraints},
BOOKTITLE = {34th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011)},
PUBLISHER = {ACM},
YEAR = {2011},
PAGES = {1173--1174},
ADDRESS = {Beijing, China},
}


Entry last modified by Ralf Schenkel, 06/04/2014
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Editor(s)
[Library]
Created
08/17/2011 04:50:30 PM
Revision
0.



Editor
Ralf Schenkel



Edit Date
17.08.2011 16:50:30



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