Log-Linear Description Logics


Niepert, Mathias ; Noessner, Jan ; Stuckenschmidt, Heiner



DOI: https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-359
URL: https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/p...
Additional URL: https://www.researchgate.net/publication/220814270...
Document Type: Conference or workshop publication
Year of publication: 2011
Book title: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 11)
Page range: 2153-2158
Conference title: IJCAI 2011
Location of the conference venue: Barcelona, Spain
Date of the conference: July 16-22, 2011
Publisher: Walsh, Toby
Place of publication: Menlo Park, Calif.
Publishing house: AAAI Press
ISBN: 978-1-57735-512-0
Publication language: English
Institution: Außerfakultäre Einrichtungen > Institut für Enterprise Systems (InES)
School of Business Informatics and Mathematics > Praktische Informatik II (Stuckenschmidt 2009-)
Subject: 004 Computer science, internet
Abstract: Log-linear description logics are a family of probabilistic logics integrating various concepts and methods from the areas of knowledge representation and reasoning and statistical relational AI. We define the syntax and semantics of log-linear description logics, describe a convenient representation as sets of first-order formulas, and discuss computational and algorithmic aspects of probabilistic queries in the language. The paper concludes with an experimental evaluation of an implementation of a log-linear DL reasoner.

Dieser Eintrag ist Teil der Universitätsbibliographie.




+ Citation Example and Export

Niepert, Mathias ; Noessner, Jan ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Log-Linear Description Logics. Walsh, Toby 2153-2158 In: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 11) (2011) Menlo Park, Calif. IJCAI 2011 (Barcelona, Spain) [Conference or workshop publication]


+ Search Authors in

+ Page Views

Hits per month over past year

Detailed information



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


Actions (login required)

Show item Show item