Weighted conditional E L knowledge bases with integer weights: An ASP approach

Laura Giordano; Daniele Theseider Dupré

doi:10.4204/EPTCS.345.19

Weighted conditional E L knowledge bases with integer weights: An ASP approach

Dipartimento di Scienze e Innovazione Tecnologica

Risultato della ricerca: Contributo su rivista › Articolo da conferenza › peer review

Abstract

Weighted knowledge bases for description logics with typicality have been recently considered under a “concept-wise” multipreference semantics (in both the two-valued and fuzzy case), as the basis of a logical semantics of Multilayer Perceptrons. In this paper we consider weighted conditional E L knowledge bases in the two-valued case, and exploit ASP and asprin for encoding concept-wise multipreference entailment for weighted KBs with integer weights.

Lingua originale	Inglese
pagine (da-a)	70-76
Numero di pagine	7
Rivista	Electronic Proceedings in Theoretical Computer Science, EPTCS
Volume	345
DOI	https://doi.org/10.4204/EPTCS.345.19
Stato di pubblicazione	Pubblicato - 17 set 2021
Evento	37th International Conference on Logic Programming (Technical Communications), ICLP 2021 - Virtual, Porto, Portugal Durata: 20 set 2021 → 27 set 2021

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abstract = "Weighted knowledge bases for description logics with typicality have been recently considered under a “concept-wise” multipreference semantics (in both the two-valued and fuzzy case), as the basis of a logical semantics of Multilayer Perceptrons. In this paper we consider weighted conditional E L knowledge bases in the two-valued case, and exploit ASP and asprin for encoding concept-wise multipreference entailment for weighted KBs with integer weights.",

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AU - Dupré, Daniele Theseider

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Y1 - 2021/9/17

N2 - Weighted knowledge bases for description logics with typicality have been recently considered under a “concept-wise” multipreference semantics (in both the two-valued and fuzzy case), as the basis of a logical semantics of Multilayer Perceptrons. In this paper we consider weighted conditional E L knowledge bases in the two-valued case, and exploit ASP and asprin for encoding concept-wise multipreference entailment for weighted KBs with integer weights.

AB - Weighted knowledge bases for description logics with typicality have been recently considered under a “concept-wise” multipreference semantics (in both the two-valued and fuzzy case), as the basis of a logical semantics of Multilayer Perceptrons. In this paper we consider weighted conditional E L knowledge bases in the two-valued case, and exploit ASP and asprin for encoding concept-wise multipreference entailment for weighted KBs with integer weights.

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Y2 - 20 September 2021 through 27 September 2021

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Weighted conditional E L knowledge bases with integer weights: An ASP approach

Abstract

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