Arg2P: An argumentation framework for explainable intelligent systems


Roberta Calegari, Giuseppe Pisano, Andrea Omicini, Giovanni Sartor

Journal of Logic and Computation 32(2), pages 369–401, March 2022
Oxford University Press
Francesco Calimeri, Simona Perri, Zumpano. Ester (eds.)
Special Issue from the 35th Italian Conference on Computational Logic (CILC 2020)

In this paper we present the computational model of Arg2P, a logic-based argumentation framework for defeasible reasoning and agent conversation particularly suitable for explaining agent intelligent behaviours. The model is reified as the Arg2P technology, which is presented and discussed both from an architectural and a technological perspective so as to point out its potential in the engineering of intelligent systems. Finally, an illustrative application scenario is discussed in the domain of computable law for autonomous vehicles.

(keywords) Arg2P, intelligent systems engineering, explainable intelligent systems, logic- based technology, argumentation, defeasible reasoning, multi-agent systems
 @article{arg2p-jlc32,
author = {Calegari, Roberta and Pisano, Giuseppe and Omicini, Andrea and Sartor, Giovanni},
dblp = {journals/logcom/CalegariOPS22},
doi = {10.1093/logcom/exab089},
editors = {Calimeri, Francesco and Perri, Simona and Zumpano. Ester},
iris = {11585/877812},
journal = {Journal of Logic and Computation},
keywords = {Arg2P, intelligent systems engineering, explainable intelligent systems, logic-based technology, argumentation, defeasible reasoning, multi-agent systems},
month = mar,
note = {{S}pecial {I}ssue from the 35th Italian Conference on Computational Logic ({CILC} 2020)},
number = 2,
pages = {369--401},
publisher = {Oxford University Press},
scholar = {7687317421217944977},
title = {{Arg\textsf{2}P}: An argumentation framework for explainable intelligent systems},
url = {https://academic.oup.com/logcom/article-abstract/32/2/369/6513341},
volume = 32,
year = 2022

Journals & Series

Tags: Arg2P CompuLaw

Publication

— authors

Roberta Calegari, Giuseppe Pisano, Andrea Omicini, Giovanni Sartor

— editors

Francesco Calimeri, Simona Perri, Zumpano. Ester

— status

published

— sort

article in journal

Venue

— journal

Journal of Logic and Computation

— volume

32

— issue

2

— pages

369–401

— publication date

March 2022

URLs

original page

Identifiers

— DOI

10.1093/logcom/exab089

— DBLP

journals/logcom/CalegariOPS22

— IRIS

11585/877812

— Scholar

7687317421217944977

— print ISSN

0955-792X

BibTeX

— BibTeX ID
arg2p-jlc32
— BibTeX category
article

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