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We extend description logics (DLs) with non-monotonic reasoning features. We start by investigating a notion of defeasible subsumption in the spirit of defeasible conditionals as studied by Kraus, Lehmann and Magidor in the propositional…

人工智能 · 计算机科学 2019-04-17 Katarina Britz , Giovanni Casini , Thomas Meyer , Kody Moodley , Uli Sattler , Ivan Varzinczak

We present a propositional logic %which can be used to reason about the uncertainty of events, where the uncertainty is modeled by a set of probability measures assigning an interval of probability to each event. We give a sound and…

人工智能 · 计算机科学 2007-05-23 Joseph Y. Halpern , Riccardo Pucella

The paper introduces a basic logic of knowledge and abduction by extending Levesque logic of only-knowing with an abduction modal operator defined via the combination of basic epistemic concepts. The upshot is an alternative approach to…

人工智能 · 计算机科学 2026-01-09 Sanderson Molick , Vaishak Belle

The quest of smoothly combining logics so that connectives from classical and intuitionistic logics can co-exist in peace has been a fascinating topic of research for decades now. In 2015, Dag Prawitz proposed a natural deduction system for…

计算机科学中的逻辑 · 计算机科学 2022-04-06 Sonia Marin , Luiz Carlos Pereira , Elaine Pimentel , Emerson Sales

In this paper an approach to automated deduction under uncertainty,based on possibilistic logic, is proposed ; for that purpose we deal with clauses weighted by a degree which is a lower bound of a necessity or a possibility measure,…

人工智能 · 计算机科学 2013-04-08 Didier Dubois , Jerome Lang , Henri Prade

The purpose of this paper is to introduce justification logics based on conditional logics. We introduce a new family of logics, called conditional justification logics, which incorporates a counterfactual conditional in its language. For…

逻辑 · 数学 2025-01-17 Meghdad Ghari

The tension between deduction and induction is perhaps the most fundamental issue in areas such as philosophy, cognition and artificial intelligence. In an influential paper, Valiant recognised that the challenge of learning should be…

人工智能 · 计算机科学 2023-06-12 Ionela G. Mocanu , Vaishak Belle , Brendan Juba

Counterfactual reasoning is a foundational topic in both philosophical and logical studies \cite{Stalnaker1968-STAATO-5, Lewis1973-LEWC-2}. A pivotal component of counterfactual analysis is the concept of similarity between possible worlds…

逻辑 · 数学 2025-08-19 Marta Esteves

The 2021 Nobel Prize in Economics recognized an epistemology of causal inference based on the Rubin causal model (Rubin 1974), which merits broader attention in philosophy. This model, in fact, presupposes a logical principle of…

人工智能 · 计算机科学 2025-03-13 Hanti Lin

This paper introduces Probabilistic Deduction (PD) as an approach to probabilistic structured argumentation. A PD framework is composed of probabilistic rules (p-rules). As rules in classical structured argumentation frameworks, p-rules…

人工智能 · 计算机科学 2022-09-02 Xiuyi Fan

In this paper, we study several propositional team logics that are closed under unions, including propositional inclusion logic. We prove that all these logics are expressively complete, and we introduce sound and complete systems of…

逻辑 · 数学 2022-02-16 Fan Yang

A semantics is given to possibilistic logic, a logic that handles weighted classical logic formulae, and where weights are interpreted as lower bounds on degrees of certainty or possibility, in the sense of Zadeh's possibility theory. The…

人工智能 · 计算机科学 2013-03-26 Jerome Lang , Didier Dubois , Henri Prade

Counting propositional logic was recently introduced in relation to randomized computation and shown able to logically characterize the full counting hierarchy. In this paper we aim to clarify the intuitive meaning and expressive power of…

计算机科学中的逻辑 · 计算机科学 2022-11-17 Melissa Antonelli

Dummett's logic LC is intuitionistic logic extended with Dummett's axiom: for every two statements the first implies the second or the second implies the first. We present a natural deduction and a Curry-Howard correspondence for…

计算机科学中的逻辑 · 计算机科学 2019-03-14 Federico Aschieri

A thorough investigation of the foundations of paraconsistent logics. Relations between logical principles are formally studied, a novel notion of consistency is introduced, the logics of formal inconsistency, and the subclasses of…

逻辑 · 数学 2007-05-23 W. A. Carnielli , J. Marcos

Counterfactuals have become an important area of interdisciplinary interest, especially in logic, philosophy of language, epistemology, metaphysics, psychology, decision theory, and even artificial intelligence. In this study, we propose a…

计算复杂性 · 计算机科学 2022-11-15 Nicholas Kluge Corrêa , Nythamar Fernandes De Oliveira

We introduce a new logic that combines Adjoint Logic with Graded Necessity Modalities. This results in a very expressive system capable of controlling when and how structural rules are used. We give a sequent calculus, natural deduction,…

计算机科学中的逻辑 · 计算机科学 2020-06-17 Harley Eades , Dominic Orchard

Abductive reasoning aims to find plausible explanations for an event. This style of reasoning is critical for commonsense tasks where there are often multiple plausible explanations. Existing approaches for abductive reasoning in natural…

计算与语言 · 计算机科学 2023-05-25 Wenting Zhao , Justin T. Chiu , Claire Cardie , Alexander M. Rush

This paper discusses the semantics and proof theory of Nilsson's probabilistic logic, outlining both the benefits of its well-defined model theory and the drawbacks of its proof theory. Within Nilsson's semantic framework, we derive a set…

人工智能 · 计算机科学 2013-04-11 Peter Haddawy , Alan M. Frisch

We introduce and develop propositional continuous intuitionistic logic and propositional continuous affine logic via complete algebraic semantics. Our approach centres on AC-algebras, which are algebras $USC(\mathcal{L})$ of sup-preserving…

计算机科学中的逻辑 · 计算机科学 2026-02-06 Guillaume Geoffroy