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Author, Editor

Author(s):

Jaeger, Manfred

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Editor(s):

Cohn, Anthony G.
Schubert, Lenhart
Shapiro, Stuart C.

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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

URL of the conference:


URL for downloading the paper:


Event Address*:

Trento, Italy

Language:

English

Event Date*
(no longer used):

June 2-5, 1998

Organization:


Event Start Date:

17 September 2019

Event End Date:

17 September 2019

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.
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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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