An ASP approach for reasoning in a concept-aware multipreferential lightweight DL
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Abstract (arXiv)
In this paper we develop a concept aware multi-preferential semantics for dealing with typicality in description logics, where preferences are associated with concepts, starting from a collection of ranked TBoxes containing defeasible concept inclusions. Preferences are combined to define a preferential interpretation in which defeasible inclusions can be evaluated. The construction of the concept-aware multipreference semantics is related to Brewka's framework for qualitative preferences. We exploit Answer Set Programming (in particular, asprin) to achieve defeasible reasoning under the multipreference approach for the lightweight description logic EL+bot. The paper is under consideration for acceptance in TPLP.
Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Jun 2020.
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Citing papers per year: 2021: 6; 2022: 1; 2023: 2; 2024: 1; 2025: 1; 2026: 1.
12 papers.
- 2021A conditional, a fuzzy and a probabilistic interpretation of self-organising mapscited by 6
- 2021On the KLM properties of a fuzzy DL with Typicalitycited by 6
- 2021Reasoning on Multi-Relational Contextual Hierarchies via Answer Set Programming with Algebraic Measurescited by 4
- 2022An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge basescited by 4
- 2021Weighted Conditional EL{^}bot Knowledge Bases with Integer Weights: an ASP Approachcited by 2
- 2023Complexity and scalability of defeasible reasoning in many-valued weighted knowledge bases with typicalitycited by 2
- 2021From Weighted Conditionals of Multilayer Perceptrons to Gradual Argumentation and Backcited by 1
- 2023A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicalitycited by 1
- 2021From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overviewcited by 0
- 2024Temporal Many-valued Conditional Logics: a Preliminary Reportcited by 0
- 2025A framework for Conditional Reasoning in Answer Set Programmingcited by 0
- 2026Defeasible Conditional Obligation in a Two-tiered Preference-based Semantics (Extended Version)cited by 0
- 2026Defeasible Conditional Obligation in a Two-tiered Preference-based Semantics (Extended Version)28 Apr 2026
- 2025A framework for Conditional Reasoning in Answer Set Programming4 Jun 2025
- 2024Temporal Many-valued Conditional Logics: a Preliminary Report6 Sep 2024
- 2023A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality29 Apr 2023
- 2023Complexity and scalability of defeasible reasoning in many-valued weighted knowledge bases with typicality8 Mar 2023
- 2022An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge bases2 Feb 2022
- 2021From Weighted Conditionals of Multilayer Perceptrons to Gradual Argumentation and Back7 Oct 2021
- 2021Weighted Conditional EL{^}bot Knowledge Bases with Integer Weights: an ASP Approach17 Sep 2021
- 2021Reasoning on Multi-Relational Contextual Hierarchies via Answer Set Programming with Algebraic Measures6 Aug 2021
- 2021From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overview10 Jul 2021
- 2021On the KLM properties of a fuzzy DL with Typicality1 Jun 2021
- 2021A conditional, a fuzzy and a probabilistic interpretation of self-organising maps11 Mar 2021