Title
A Labelling Framework for Probabilistic Argumentation.
Abstract
The combination of argumentation and probability paves the way to new accounts of qualitative and quantitative uncertainty, thereby offering new theoretical and applicative opportunities. Due to a variety of interests, probabilistic argumentation is approached in the literature with different frameworks, pertaining to structured and abstract argumentation, and with respect to diverse types of uncertainty, in particular the uncertainty on the credibility of the premises, the uncertainty about which arguments to consider, and the uncertainty on the acceptance status of arguments or statements. Towards a general framework for probabilistic argumentation, we investigate a labelling-oriented framework encompassing a basic setting for rule-based argumentation and its (semi-) abstract account, along with diverse types of uncertainty. Our framework provides a systematic treatment of various kinds of uncertainty and of their relationships and allows us to back or question assertions from the literature.
Year
DOI
Venue
2018
https://doi.org/10.1007/s10472-018-9574-1
Ann. Math. Artif. Intell.
Keywords
DocType
Volume
Probabilistic argumentation,Probabilistic rule-based argumentation,Probabilistic abstract argumentation,Probabilistic labellings,03H99
Journal
abs/1708.00109
Issue
ISSN
Citations 
1
1012-2443
1
PageRank 
References 
Authors
0.35
38
6
Name
Order
Citations
PageRank
Régis Riveret132626.58
Pietro Baroni272250.00
Yang Gao383.84
Guido Governatori43530262.96
Antonino Rotolo5106577.36
Giovanni Sartor61220115.36