Authors
Mathias Niepert, Jan Noessner, Heiner Stuckenschmidt
Publication date
2011/6/28
Journal
Proceedings of IJCAI
Description
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.
Scholar articles
M Niepert, J Noessner, H Stuckenschmidt - IJCAI, 2011
M Niepert - URSW, 2011