Kern-Isberner, GabrieleLukasiewicz, Thomas2018-01-082018-01-0820172017https://dl.gi.de/handle/20.500.12116/11040In this paper, we give an introduction to reasoning under uncertainty, inconsistency, vagueness, and preferences in artificial intelligence (AI), including some historic notes and a brief survey to previous approaches.ArgumentationDescription logicsFuzzy logicInconsistencyNonmonotonic reasoningOntology languagesPossibility theoryPreferencesProbability theoryUncertaintyVaguenessMany Facets of Reasoning Under Uncertainty, Inconsistency, Vagueness, and Preferences: A Brief SurveyText/Journal Article1610-1987