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Proceedings Article, Paper


@InProceedings
Beitrag in Tagungsband, Workshop
Author, Editor
Author(s):
Jaeger, Manfreddblp
Editor(s):
Cohn, Anthony G.
Schubert, Lenhart
Shapiro, Stuart C.		dblp
dblp
dblp
BibTeX cite key*:
Jaeger1998a
Title, Booktitle
Title*:
Reasoning About Infinite Random Structures with Relational Bayesian Networks
KR98.ps.gz (69.57 KB); ATTSH4YZ.gz (69.57 KB)
Booktitle*:
Proceedings of the 6th International Conference on Principles of Knowledge Representation and Reasoning (KR-98)
Event, URLs
Conference URL::
Downloading URL:
Event Address*:
Trento, Italy
Language:
English
Event Date*
(no longer used):
June 2-5, 1998
Organization:
Event Start Date:
14 May 2024
Event End Date:
14 May 2024
Publisher
Name*:
Morgan Kaufmann
URL:
Address*:
San Francisco, USA
Type:
Vol, No, Year, pp.
Series:
Volume:
Number:
Month:
Pages:
570-581
Year*:
1998
VG Wort Pages:
ISBN/ISSN:
1-55860-554-1
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
Relational Bayesian networks extend standard Bayesian networks by
integrating
some of the expressive power of first-order logic into the Bayesian network
paradigm. As in the case of the related technique of knowledge based
model construction, so far, decidable semantics only have been provided
for finite stochastic domains. In this paper we extend the semantics
of relational Bayesian networks, so that they also define probability
distributions over countably infinite structures. Using
a technique remeniscent of quantifier elimination methods in model theory,
we show that
probabilistic queries about these distributions are decidable.
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Access Level:
Public

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Programming Logics Group
Audience:
experts only
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat



BibTeX Entry:
@INPROCEEDINGS{Jaeger1998a,
AUTHOR = {Jaeger, Manfred},
 EDITOR = {Cohn, Anthony G. and Schubert, Lenhart and Shapiro, Stuart C.},
 TITLE = {Reasoning About Infinite Random Structures with Relational Bayesian Networks},
 BOOKTITLE = {Proceedings of the 6th International Conference on Principles of Knowledge Representation and Reasoning (KR-98)},
 PUBLISHER = {Morgan Kaufmann},
 YEAR = {1998},
 PAGES = {570--581},
 ADDRESS = {Trento, Italy},
 ISBN = {1-55860-554-1},
}

Entry last modified by Manfred Jaeger, 03/12/2010
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Editor(s)
Manfred Jaeger		Created
01/05/1999 05:43:08 PM
Revisions
4.
3.
2.
1.
0.		Editor(s)
Manfred Jaeger
Uwe Brahm
Uwe Brahm
Uwe Brahm
Uwe Brahm		Edit Dates
05/22/2003 08:09:20 PM
29.03.99 19:28:59
29.03.99 19:07:01
29.03.99 19:03:15
05/01/99 17:43:08

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