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Consequence-based calculi are a family of reasoning algorithms for description logics (DLs), and they combine hypertableau and resolution in a way that often achieves excellent performance in practice. Up to now, however, they were proposed…

人工智能 · 计算机科学 2016-02-25 Andrew Bate , Boris Motik , Bernardo Cuenca Grau , František Simančík , Ian Horrocks

Justification logics are modal-like logics that provide a framework for reasoning about justifications. This paper introduces labeled sequent calculi for justification logics, as well as for hybrid modal-justification logics. Using the…

逻辑 · 数学 2025-01-17 Meghdad Ghari

Logic-based approaches to AI have the advantage that their behavior can in principle be explained with the help of proofs of the computed consequences. For ontologies based on Description Logic (DL), we have put this advantage into practice…

计算机科学中的逻辑 · 计算机科学 2023-08-08 Christian Alrabbaa , Franz Baader , Stefan Borgwardt , Patrick Koopmann , Alisa Kovtunova

Chase algorithms are indispensable in the domain of knowledge base querying, which enable the extraction of implicit knowledge from a given database via applications of rules from a given ontology. Such algorithms have proved beneficial in…

计算机科学中的逻辑 · 计算机科学 2023-06-06 Tim S. Lyon , Piotr Ostropolski-Nalewaja

Logic-based approaches to AI have the advantage that their behaviour can in principle be explained by providing their users with proofs for the derived consequences. However, if such proofs get very large, then it may be hard to understand…

计算机科学中的逻辑 · 计算机科学 2020-05-29 Christian Alrabbaa , Franz Baader , Stefan Borgwardt , Patrick Koopmann , Alisa Kovtunova

We present a consequence-based calculus for concept subsumption and classification in the description logic ALCHOIQ, which extends ALC with role hierarchies, inverse roles, number restrictions, and nominals. By using standard…

人工智能 · 计算机科学 2018-05-04 David Tena Cucala , Bernardo Cuenca Grau , Ian Horrocks

Logic-based approaches to AI have the advantage that their behavior can in principle be explained to a user. If, for instance, a Description Logic reasoner derives a consequence that triggers some action of the overall system, then one can…

人工智能 · 计算机科学 2022-05-26 Christian Alrabbaa , Franz Baader , Stefan Borgwardt , Patrick Koopmann , Alisa Kovtunova

The ability of Large Language Models (LLMs) to perform reasoning tasks such as deduction has been widely investigated in recent years. Yet, their capacity to generate proofs-faithful, human-readable explanations of why conclusions…

人工智能 · 计算机科学 2026-01-21 Hui Yang , Jiaoyan Chen , Uli Sattler

Explanations for description logic (DL) entailments provide important support for the maintenance of large ontologies. The "justifications" usually employed for this purpose in ontology editors pinpoint the parts of the ontology responsible…

计算机科学中的逻辑 · 计算机科学 2022-05-20 Christian Alrabbaa , Franz Baader , Stefan Borgwardt , Raimund Dachselt , Patrick Koopmann , Julián Méndez

Description Logics (DLs) are a family of knowledge representation formalisms mainly characterised by constructors to build complex concepts and roles from atomic ones. Expressive role constructors are important in many applications, but can…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Ian Horrocks , Ulrike Sattler , Stephan Tobies

A grammar logic refers to an extension to the multi-modal logic K in which the modal axioms are generated from a formal grammar. We consider a proof theory, in nested sequent calculus, of grammar logics with converse, i.e., every modal…

计算机科学中的逻辑 · 计算机科学 2012-04-12 Alwen Tiu , Egor Ianovski , Rajeev Gore

This paper studies the relationship between labelled and nested calculi for propositional intuitionistic logic, first-order intuitionistic logic with non-constant domains and first-order intuitionistic logic with constant domains. It is…

逻辑 · 数学 2021-04-20 Tim Lyon

We consider two styles of proof calculi for a family of tense logics, presented in a formalism based on nested sequents. A nested sequent can be seen as a tree of traditional single-sided sequents. Our first style of calculi is what we call…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Rajeev Gore , Linda Postniece , Alwen F Tiu

This paper gives a broad account of the various sequent-based proof formalisms in the proof-theoretic literature. We consider formalisms for various modal and tense logics, intuitionistic logic, conditional logics, and bunched logics. After…

In this work, we explore proof theoretical connections between sequent, nested and labelled calculi. In particular, we show a general algorithm for transforming a class of nested systems into sequent calculus systems, passing through linear…

计算机科学中的逻辑 · 计算机科学 2018-02-15 Elaine Pimentel

This paper shows how to derive nested calculi from labelled calculi for propositional intuitionistic logic and first-order intuitionistic logic with constant domains, thus connecting the general results for labelled calculi with the more…

计算机科学中的逻辑 · 计算机科学 2020-02-04 Tim Lyon

Input/Output (I/O) logic is a general framework for reasoning about conditional norms and/or causal relations. We streamline Bochman's causal I/O logics via proof-search-oriented sequent calculi. Our calculi establish a natural syntactic…

计算机科学中的逻辑 · 计算机科学 2023-06-19 Agata Ciabattoni , Dmitry Rozplokhas

We introduce proper display calculi for basic monotonic modal logic, the conditional logic CK and a number of their axiomatic extensions. These calculi are sound, complete, conservative and enjoy cut elimination and subformula property. Our…

Counterfactual reasoning, a hallmark of intelligence, consists of three steps: inferring latent variables from observations (abduction), constructing alternatives (interventions), and predicting their outcomes (prediction). This skill is…

机器学习 · 计算机科学 2025-10-03 Aniket Vashishtha , Qirun Dai , Hongyuan Mei , Amit Sharma , Chenhao Tan , Hao Peng

Description Logics (DLs) are a family of knowledge representation formalisms mainly characterised by constructors to build complex concepts and roles from atomic ones. Expressive role constructors are important in many applications, but can…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Ian Horrocks , Ulrike Sattler , Stephan Tobies
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