Epistemic probabilities in argumentation frameworks are meant to represent subjective degrees of belief in the acceptance of arguments. As such, they are subject to some rationality conditions, taking into account the attack relation between arguments. This paper provides an advancement with respect to the previous literature on this matter by casting epistemic probabilities in the context of de Finetti’s theory of subjective probability and by analyzing and revising the relevant rationality properties in relation with de Finetti’s notion of coherence. Further, we consider the extension to Walley’s theory of imprecise probabilities and carry out a preliminary analysis about rationality conditions in this more general context.

On rationality conditions for epistemic probabilities in abstract argumentation

BARONI, Pietro;GIACOMIN, Massimiliano;
2014-01-01

Abstract

Epistemic probabilities in argumentation frameworks are meant to represent subjective degrees of belief in the acceptance of arguments. As such, they are subject to some rationality conditions, taking into account the attack relation between arguments. This paper provides an advancement with respect to the previous literature on this matter by casting epistemic probabilities in the context of de Finetti’s theory of subjective probability and by analyzing and revising the relevant rationality properties in relation with de Finetti’s notion of coherence. Further, we consider the extension to Walley’s theory of imprecise probabilities and carry out a preliminary analysis about rationality conditions in this more general context.
2014
Proc. of COMMA 2014, 5th International Conference on Computational Models of Argument
Ateneo di appartenenza
S. Parsons, N. Oren, C. Reed, F. Cerutti
PE6_7 Artificial intelligence, intelligent systems, multi agent systems
Esperti anonimi
Inglese
COMMA 2014
9 -12 settembre 2014
Pitlochry, UK
Internazionale
STAMPA
266
121
132
12
978-1-61499-435-0
IOS Press
Argumentation frameworks; Epistemic probabilities; Coherent probabilities
no
none
Baroni, Pietro; Giacomin, Massimiliano; Vicig, P.
273
info:eu-repo/semantics/conferenceObject
3
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/433909
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 32
  • ???jsp.display-item.citation.isi??? 22
social impact