{"type":"ScholarlyArticle","title":"Log-Linear Description Logics","authors":[{"name":"Mathias Niepert","slug":"mathias-niepert","given":"Mathias","family":"Niepert","affiliation":""},{"name":"Jan Noessner","slug":"jan-noessner","given":"Jan","family":"Noessner","affiliation":""},{"name":"Heiner Stuckenschmidt","slug":"heiner-stuckenschmidt","given":"Heiner","family":"Stuckenschmidt","affiliation":""}],"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.","doi":"10.5591/978-1-57735-516-8/IJCAI11-359","url":"https://ijcai.org/proceedings/2011/359","pdf":"https://ijcai.org/proceedings/2011/0359.pdf","markdown":"https://ijcai.org/proceedings/2011/359.md","bibtex":"https://ijcai.org/proceedings/2011/bibtex/359","volume":{"slug":"2011","title":"Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2011","url":"https://ijcai.org/proceedings/2011/","year":2011,"location":"Barcelona, Catalonia, Spain","dates":"16–22 July 2011","editors":"Toby Walsh","isbn":"978-1-57735-512-0; 978-1-57735-513-7; 978-1-57735-514-4; 978-1-57735-515-1; 978-1-57735-516-8","publisher":"AAAI Press/International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":null,"track":"","number":359,"pages":{"first":2153,"last":2157},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}