Towards large-scale probabilistic OBDA


Schönfisch, Jörg ; Stuckenschmidt, Heiner


DOI: https://doi.org/10.1007/978-3-319-23540-0_8
URL: http://link.springer.com/chapter/10.1007%2F978-3-3...
Additional URL: http://publications.wim.uni-mannheim.de/informatik...
Document Type: Conference or workshop publication
Year of publication: 2015
Book title: Scalable Uncertainty Management : 9th International Conference, SUM 2015, Québec City, QC, Canada, September 16-18, 2015 : Proceedings
The title of a journal, publication series: Lecture Notes in Computer Science
Volume: 9310
Page range: 106-120
Conference title: 9th International Conference on Scalable Uncertainty Management
Location of the conference venue: Quebec, Canada
Date of the conference: 16-18 September 2015
Author/Publisher of the book
(only the first ones mentioned)
:
Beierle, Christoph
Place of publication: Cham
Publishing house: Springer
ISBN: 978-3-319-23539-4 , 978-3-319-23540-0
Publication language: English
Institution: School of Business Informatics and Mathematics > Praktische Informatik II (Stuckenschmidt 2009-)
Subject: 004 Computer science, internet
Abstract: Ontology-based Data Access has intensively been studied as a very relevant problem in connection with semantic web data. Often it is assumed, that the accessed data behaves like a classical database, i.e. it is known which facts hold for certain. Many Web applications, especially those involving information extraction from text, have to deal with uncertainty about the truth of information. In this paper, we introduce an implementation and a benchmark of such a system on top of relational databases. Furthermore, we propose a novel benchmark for systems handling large probabilistic ontologies. We describe how the benchmark is designed and show its characteristics based on the evaluation of our implementation.

Dieser Eintrag ist Teil der Universitätsbibliographie.




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Schönfisch, Jörg ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Towards large-scale probabilistic OBDA. Beierle, Christoph Lecture Notes in Computer Science 9310 106-120 In: Scalable Uncertainty Management : 9th International Conference, SUM 2015, Québec City, QC, Canada, September 16-18, 2015 : Proceedings (2015) Cham 9th International Conference on Scalable Uncertainty Management (Quebec, Canada) [Conference or workshop publication]


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