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

Laura GIORDANO; Daniele THESEIDER DUPRE'

doi:10.4204/EPTCS.345.19

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

Department of Science and Technological Innovation

Research output: Contribution to conference › Paper › 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.

Original language	English
Pages	70-76
Number of pages	7
DOIs	https://doi.org/10.4204/EPTCS.345.19
Publication status	Published - 2021
Event	37th International Conference on Logic Programming (Technical Communications), ICLP 2021 - prt Duration: 1 Jan 2021 → …

Conference

Conference	37th International Conference on Logic Programming (Technical Communications), ICLP 2021
City	prt
Period	1/01/21 → …

Access to Document

10.4204/EPTCS.345.19

http://hdl.handle.net/11579/135286

Cite this

@conference{7ebabeab98994e96b105f6101204a692,

title = "Weighted conditional E L knowledge bases with integer weights: An ASP approach",

abstract = "Weighted knowledge bases for description logics with typicality have been recently considered under a {\textquotedblleft}concept-wise{\textquotedblright} 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.",

author = "Laura GIORDANO and \{THESEIDER DUPRE'\}, Daniele",

year = "2021",

doi = "10.4204/EPTCS.345.19",

language = "English",

pages = "70--76",

note = "37th International Conference on Logic Programming (Technical Communications), ICLP 2021 ; Conference date: 01-01-2021",

}

TY - CONF

T1 - Weighted conditional E L knowledge bases with integer weights: An ASP approach

AU - GIORDANO, Laura

AU - THESEIDER DUPRE', Daniele

PY - 2021

Y1 - 2021

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.

UR - https://iris.uniupo.it/handle/11579/135286

U2 - 10.4204/EPTCS.345.19

DO - 10.4204/EPTCS.345.19

M3 - Paper

SP - 70

EP - 76

T2 - 37th International Conference on Logic Programming (Technical Communications), ICLP 2021

Y2 - 1 January 2021

ER -

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

Abstract

Conference

Access to Document

Other files and links

Fingerprint

Cite this