Discriminative predicate path mining for fact checking in knowledge graphs

• Published in: Knowledge-based systems Vol. 104; pp. 123 - 133
• Main Authors: Shi, Baoxu, Weninger, Tim
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 15.07.2016
• Subjects: Fact checking; Knowledge graph; Path finding; Path finding; Fact checking; Knowledge graph
• ISSN: 0950-7051; 1872-7409
• DOI: 10.1016/j.knosys.2016.04.015

Traditional fact checking by experts and analysts cannot keep pace with the volume of newly created information. It is important and necessary, therefore, to enhance our ability to computationally determine whether some statement of fact is true or false. We view this problem as a link-prediction ta...