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Author, Editor

Author(s):

Suchanek, Fabian
Sozio, Mauro
Weikum, Gerhard

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Editor(s):





BibTeX Citekey*:

suchanekSW08

Language:

English

Title, Institution

Title*:

SOFIE: A Self-Organizing Framework for Information Extraction

Institution*:

Max-Planck-Institut für Informatik

Publishers or Institutions Address*:

Saarbrücken, Germany

Type:


No, Year, pp.,

Number*:

MPI-I-2008-5-004

Pages*:

52

Month:

November

VG Wort
Pages*:


Year*:

2008

ISBN/ISSN:






DOI:




Note, Abstract, ©

Note:


(LaTeX) Abstract:

This paper presents SOFIE, a system for automated ontology extension.
SOFIE can parse natural language documents, extract ontological facts from
them and link the facts into an ontology. SOFIE uses logical reasoning on
the existing knowledge and on the new knowledge in order to disambiguate
words to their most probable meaning, to reason on the meaning of text
patterns and to take into account world knowledge axioms. This allows
SOFIE to check the plausibility of hypotheses and to avoid inconsistencies
with the ontology. The framework of SOFIE unites the paradigms of pattern
matching, word sense disambiguation and ontological reasoning in one unified
model. Our experiments show that SOFIE delivers near-perfect output, even
from unstructured Internet documents.

Categories / Keywords:

Ontologies, Information Extraction, YAGO, Reasoning

Copyright Message:


HyperLinks / References / URLs:


Personal Comments:


File Upload:


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Access Level:

Internal

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Databases and Information Systems Group

Audience:

popular

Appearance:

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


BibTeX Entry:
@TECHREPORT{suchanekSW08,
AUTHOR = {Suchanek, Fabian and Sozio, Mauro and Weikum, Gerhard},
TITLE = {{SOFIE}: A Self-Organizing Framework for Information Extraction},
YEAR = {2008},
INSTITUTION = {Max-Planck-Institut für Informatik},
NUMBER = {MPI-I-2008-5-004},
PAGES = {52},
ADDRESS = {Saarbr{\"u}cken, Germany},
MONTH = {November},
}


Entry last modified by Martin Theobald, 06/05/2014
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Editor(s)
[Library]
Created
12/03/2008 02:27:34 PM
Revisions
2.
1.
0.

Editor(s)
Martin Theobald
Olha Condor
Olha Condor

Edit Dates
04/15/2009 02:42:40 PM
03.12.2008 15:21:00
03.12.2008 14:42:50