Universitätsverlag Potsdam

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Lange, Dustin:
Extracting structured information from Wikipedia articles to populate infoboxes
/ Dustin Lange, Christoph Böhm, Felix Naumann. - Potsdam : Universitätsverlag Potsdam, 2010. - 27 S. : graph. Darst.
(Technische Berichte des Hasso-Plattner-Instituts für Softwaresystemtechnik an der Universität Potsdam ; 38)
ISSN 1613-5652
ISBN 978-3-86956-81-6
Preis: kostenlos

Auf dem Publikationsserver der Universität unter:
http://opus.kobv.de/ubp/volltexte/2010/4571/

Abstract:

Roughly every third Wikipedia article contains an infobox - a table that displays important facts about the subject in attribute-value form. The schema of an infobox, i.e., the attributes that can be expressed for a concept, is defined by an infobox template. Often, authors do not specify all template attributes, resulting in incomplete infoboxes.
With iPopulator, we introduce a system that automatically populates infoboxes of Wikipedia articles by extracting attribute values from the article's text. In contrast to prior work, iPopulator detects and exploits the structure of attribute values for independently extracting value parts. We have tested iPopulator on the entire set of infobox templates and provide a detailed analysis of its effectiveness. For instance, we achieve an average extraction precision of 91% for 1,727 distinct infobox template attributes.


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