Semantifying Triples from Open Information Extraction Systems


Dutta, Arnab ; Meilicke, Christian ; Stuckenschmidt, Heiner


[img]
Preview
PDF
FAIA264-0111.pdf - Published

Download (220kB)

DOI: https://doi.org/10.3233/978-1-61499-421-3-111
URL: https://ub-madoc.bib.uni-mannheim.de/36881
Additional URL: http://ebooks.iospress.nl/publication/37200
URN: urn:nbn:de:bsz:180-madoc-368811
Document Type: Conference or workshop publication
Year of publication: 2014
Book title: STAIRS 2014 : Proceedings of the 7th European Starting AI Researcher Symposium
The title of a journal, publication series: Frontiers in Artificial Intelligence and Applications
Volume: 264
Page range: 111-120
Location of the conference venue: Prague, Czech Republic
Date of the conference: 18-19 August 2014
Publisher: Endriss, Ulle
Place of publication: Clifton, Va. [u.a.]
Publishing house: IOS Press
ISBN: 978-1-61499-420-6 , 978-1-61499-421-3
Publication language: English
Institution: School of Business Informatics and Mathematics > Praktische Informatik II (Stuckenschmidt 2009-)
Subject: 004 Computer science, internet
Abstract: The last few years have witnessed some remarkable success of the stateof- the art unsupervised knowledge extraction systems like NELL and REVERB. These systems are gifted with typically web-scale coverage but are often plagued with ambiguity due to lack of proper schema or unique identifiers for the instances. This classifies them apart from extraction systems like DBPEDIA, YAGO or FREEBASE which have precise information content but have smaller coverage. In this work we bring together the former to enrich the later with high precision novel facts and present a statistical approach to discover new knowledge. In particular, we semantify NELL triples using DBPEDIA.

Dieser Eintrag ist Teil der Universitätsbibliographie.

Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt.




Metadata export


Citation


+ Search Authors in

+ Download Statistics

Downloads per month over past year

View more statistics



You have found an error? Please let us know about your desired correction here: E-Mail


Actions (login required)

Show item Show item