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Author, Editor

Author(s):

Jaeger, Manfred

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Editor(s):

Doyle, J.
Sandewall, E.
Torasso, P.

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BibTeX cite key*:

Jaeger94a

Title, Booktitle

Title*:

Probabilistic Reasoning in Terminological Logics

Booktitle*:

Principles of Knowledge Representation an Reasoning: Proceedings of the 4th International Conference (KR94)

Event, URLs

URL of the conference:


URL for downloading the paper:


Event Address*:

Bonn, Germany

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

23 September 2019

Event End Date:

23 September 2019

Publisher

Name*:

Morgan Kaufmann

URL:


Address*:

San Mateo, CA

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:


Pages:

305-316

Year*:

1994

VG Wort Pages:


ISBN/ISSN:


Sequence Number:


DOI:




Note, Abstract, ©

(LaTeX) Abstract:

In this paper a probabilistic extensions for terminological knowledge representation languages is defined. Two kinds of probabilistic statements are introduced: statements about conditional probabilities between concepts and statements expressing uncertain knowledge about a specific object. The usual model-theoretic semantics for terminological logics are extended to define interpretations for the resulting probabilistic language. It is our main objective to find an adequate modelling of the way the two kinds of probabilistic knowledge are combined in commonsense inferences of probabilistic statements. Cross entropy minimization is a technique that turns out to be very well suited for achieving this end.



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Access Level:


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{Jaeger94a,
AUTHOR = {Jaeger, Manfred},
EDITOR = {Doyle, J. and Sandewall, E. and Torasso, P.},
TITLE = {Probabilistic Reasoning in Terminological Logics},
BOOKTITLE = {Principles of Knowledge Representation an Reasoning: Proceedings of the 4th International Conference (KR94)},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1994},
PAGES = {305--316},
ADDRESS = {Bonn, Germany},
}


Entry last modified by Christine Kiesel/AG2/MPII/DE, 03/12/2010
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Editor(s)
Uwe Brahm
Created
01/14/1995 06:52:08 PM
Revisions
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Editor(s)
Christine Kiesel/AG2/MPII/DE
Christine Kiesel/AG2/MPII/DE
Christine Kiesel/AG2/MPII/DE
Christine Kiesel/AG2/MPII/DE
Christine Kiesel/AG2/MPII/DE
Edit Dates
06/02/96 14:25:43
24/02/95 11:54:37
14/02/95 15:50:33
02/02/95 14:09:08
21/01/95 20:52:47