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Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop

Author, Editor
Author(s):
Metzger, Steffen
Stoll, Michael
Hose, Katja
Schenkel, Ralf
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Not MPG Author(s):
Stoll, Michael
Editor(s):
Chen, Xue-Wen
Lebanon, Guy
Wang, Haixun
Zaki, Mohammed J.
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Not MPII Editor(s):
Chen, Xue-Wen
Lebanon, Guy
Wang, Haixun
Zaki, Mohammed J.
BibTeX cite key*:
MetzgerSHS_CIKM2012
Title, Booktitle
Title*:
LUKe and MIKe: Learning from User Knowledge and Managing Interactive Knowledge Extraction
de0434-metzger.pdf (355.71 KB)
Booktitle*:
CIKM'12 : The Proceedings of the 21st ACM International Conference on
Information and Knowledge Management
Event, URLs
Conference URL::
Downloading URL:
http://doi.acm.org/10.1145/2396761.2398721
Event Address*:
Maui, USA
Language:
English
Event Date*
(no longer used):
Organization:
Event Start Date:
29 October 2012
Event End Date:
2 November 2012
Publisher
Name*:
ACM
URL:
Address*:
New York, NY
Type:
Vol, No, Year, pp.
Series:
Volume:
Number:
Month:
Pages:
2671-2673
Year*:
2012
VG Wort Pages:
ISBN/ISSN:
978-1-4503-1156-4
Sequence Number:
DOI:
10.1145/2396761.2398721
Note, Abstract, ©
(LaTeX) Abstract:
Semantic recognition and annotation of unqiue enities and their relations is a key in understanding the essence contained in large text corpora. It typically requires a combination of efficient automatic methods and manual verification. Usually, both parts are seen as consecutive steps. In this demo we present MIKE, a user interface enabling the integration of user feedback into an iterative extraction process. We show how an extraction system can directly learn from such integrated user supervision. In general, this setup allows for stepwise training of the extraction system to a particular domain, while using user feedback early in the iterative extraction process improves extraction quality and reduces the overall human effort needed.
Download
Access Level:
Public

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Databases and Information Systems Group
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{MetzgerSHS_CIKM2012,
AUTHOR = {Metzger, Steffen and Stoll, Michael and Hose, Katja and Schenkel, Ralf},
EDITOR = {Chen, Xue-Wen and Lebanon, Guy and Wang, Haixun and Zaki, Mohammed J.},
TITLE = {{LUKe} and {MIKe}: Learning from User Knowledge and Managing Interactive Knowledge Extraction},
BOOKTITLE = {CIKM'12 : The Proceedings of the 21st ACM International Conference on
Information and Knowledge Management},
PUBLISHER = {ACM},
YEAR = {2012},
PAGES = {2671--2673},
ADDRESS = {Maui, USA},
ISBN = {978-1-4503-1156-4},
DOI = {10.1145/2396761.2398721},
}


Entry last modified by Anja Becker, 03/12/2013
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Editor(s)
[Library]
Created
08/06/2012 11:10:11 AM
Revisions
7.
6.
5.
4.
3.
Editor(s)
Anja Becker
Klaus Berberich
Anja Becker
Anja Becker
Anja Becker
Edit Dates
12.03.2013 09:50:24
02/28/2013 11:40:47 AM
25.02.2013 10:43:59
25.02.2013 10:42:21
25.02.2013 10:42:14


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