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Author, Editor(s)

Author(s):

Chaudhuri, Surajit
Das, Gautam
Hristidis, Vagelis
Weikum, Gerhard

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Not MPG Author(s):

Chaudhuri, Surajit
Das, Gautam
Hristidis, Vagelis

BibTeX cite key*:

ChaudhuriDHW06

Title

Title*:

Probabilistic information retrieval approach for ranking of database query results


chaudhuriDHW06.pdf (384.8 KB)

Journal

Journal Title*:

ACM Transactions on Database Systems

Journal's URL:


Download URL
for the article:

http://delivery.acm.org/10.1145/1170000/1166085/p1134-chaudhuri.pdf?key1=1166085&key2=7454754711&coll=GUIDE&dl=GUIDE&CFID=17849656&CFTOKEN=79471544

Language:

English

Publisher

Publisher's
Name:

ACM

Publisher's URL:


Publisher's
Address:

New York, USA

ISSN:

0362-5915

Vol, No, pp, Date

Volume*:

31

Number:

3

Publishing Date:

September 2006

Pages*:

1134-1168

Number of
VG Pages:


Page Start:

1134

Page End:


Sequence Number:


DOI:


Note, Abstract, ©

Note:


(LaTeX) Abstract:

We investigate the problem of ranking the answers to a database query when many tuples are returned. In particular, we present methodologies to tackle the problem for conjunctive and range queries, by adapting and applying principles of probabilistic models from information retrieval for structured data. Our solution is domain independent and leverages data and workload statistics and correlations. We evaluate the quality of our approach with a user survey on a real database. Furthermore, we present and experimentally evaluate algorithms to efficiently retrieve the top ranked results, which demonstrate the feasibility of our ranking system.

URL for the Abstract:

http://doi.acm.org/10.1145/1166074.1166085

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:

Expert

Appearance:

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BibTeX Entry:

@ARTICLE{ChaudhuriDHW06,
AUTHOR = {Chaudhuri, Surajit and Das, Gautam and Hristidis, Vagelis and Weikum, Gerhard},
TITLE = {Probabilistic information retrieval approach for ranking of database query results},
JOURNAL = {ACM Transactions on Database Systems},
PUBLISHER = {ACM},
YEAR = {2006},
NUMBER = {3},
VOLUME = {31},
PAGES = {1134--1168},
ADDRESS = {New York, USA},
MONTH = {September},
ISBN = {0362-5915},
}


Entry last modified by Uwe Brahm, 04/27/2007
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Editor(s)
Adriana Davidescu
Created
02/20/2007 01:50:34 PM
Revisions
3.
2.
1.
0.
Editor(s)
Uwe Brahm
Christine Kiesel
Christine Kiesel
Adriana Davidescu
Edit Dates
2007-04-27 14:57:52
22.03.2007 15:45:11
22.03.2007 15:44:15
20.02.2007 14:06:44
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