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The Probabilistic Description Logic
Theory and Practice of Logic Programming, 2020AbstractDescription logics (DLs) are well-known knowledge representation formalisms focused on the representation of terminological knowledge. Due to their first-order semantics, these languages (in their classical form) are not suitable for representing and handling uncertainty.
Leonard Botha +2 more
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Artificial Intelligence, 1986
Als Verallgemeinerung der klassischen Logik wird eine Logik mit Wahrheitswerten zwischen 0 und 1 vorgestellt. Techniken zur Berechnung der Wahrscheinlichkeit von Folgerungen und bedingten Wahrscheinlichkeiten, u.a. eine approximative Methode, werden angegeben.
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Als Verallgemeinerung der klassischen Logik wird eine Logik mit Wahrheitswerten zwischen 0 und 1 vorgestellt. Techniken zur Berechnung der Wahrscheinlichkeit von Folgerungen und bedingten Wahrscheinlichkeiten, u.a. eine approximative Methode, werden angegeben.
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Logic and probabilistic systems
Archive for Mathematical Logic, 1996The notion of a probabilistic system, based on the two predicates of the form \(R (\varphi, q) =\) ``the probability value of \(\varphi\) is eventually \(\leq q\)'' and \(S (\varphi, q) = \) ``the probability value of \(\varphi\) is eventually \(\geq q\)'', can be defined as a pair \(\langle R,S \rangle\) of relations between sentences and rational ...
MONTAGNA F., SIMI G., SORBI A.
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A Probabilistic Semantics for Belief Logic
Notre Dame Journal of Formal Logic, 2021zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jiaqi He, Hu Liu
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Probabilistic Logic and Induction
Journal of Logic and Computation, 2005Summary: We give a probabilistic interpretation of first-order formulas based on Valiant's model of pac-learning. We study the resulting notion of probabilistic or approximate truth and take some first steps in developing its model theory. In particular we show that every fixed error parameter determining the precision of universal quantification gives
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2013
In a seminal paper Goldfarb (1979) points out that ”The connection between quantifiers and choice functions or, more precisely, between quantifier-dependence and choice functions, is at the heart of how classical logicians in the twenties viewed the nature of quantification.” (Goldfarb 1979, p. 357).
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In a seminal paper Goldfarb (1979) points out that ”The connection between quantifiers and choice functions or, more precisely, between quantifier-dependence and choice functions, is at the heart of how classical logicians in the twenties viewed the nature of quantification.” (Goldfarb 1979, p. 357).
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Probabilistic Entailment and a Non-Probabilistic Logic
Logic Journal of IGPL, 2003Let \(L\) be a finite language of propositional logic. We say that \(\Gamma\), a set of \(m\) sentences of \(L\), \(\{\theta_1, \ldots \theta_m\}\) with probabilities \(\{\eta_1, \ldots, \eta_m\}\), \((\vec{e},\zeta)\)-entails \(\psi\) provided that the probability of \(\psi\) is at least \(\zeta\) for all probability functions \(P\) for which \(P ...
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Probabilistic Automata and Probabilistic Logic
2012We present a monadic second-order logic which is extended by an expected value operator and show that this logic is expressively equivalent to probabilistic automata for both finite and infinite words. We give possible syntax extensions and an embedding of our probabilistic logic into weighted MSO logic. We further derive decidability results which are
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A Probabilistic Logic for pTiMo
2013In this paper we present pTiMo, a process algebra in which migrations and interactions depend upon timers and have probabilities. The semantics of the calculus is given in terms of labeled, discrete-time Markov chains. The existing quantitative tools do not explicitly support properties which make use of local clocks, multisets of transitions ...
Gabriel Ciobanu, Armand Stefan Rotaru
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2011
We define an extension of stit logic that encompasses subjective probabilities representing beliefs about simultaneous choice exertion of other agents. This semantics enables us to express that an agent sees to it that a condition obtains under a minimal chance of success.
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We define an extension of stit logic that encompasses subjective probabilities representing beliefs about simultaneous choice exertion of other agents. This semantics enables us to express that an agent sees to it that a condition obtains under a minimal chance of success.
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