statement justification
Enhancing Statement Evaluation in Argumentation via Multi-labelling Systems
Baroni, Pietro (University of Brescia) | Riveret, Regis (Data61, CSIRO, Brisbane, Australia)
In computational models of argumentation, the justification of statements has drawn less attention than the construction and justification of arguments. As a consequence, significant losses of sensitivity and expressiveness in the treatment of statement statuses can be incurred by otherwise appealing formalisms. In order to reappraise statement statuses and, more generally, to support a uniform modelling of different phases of the argumentation process we introduce multi-labelling systems, a generic formalism devoted to represent reasoning processes consisting of a sequence of labelling stages. In this context, two families of multi-labelling systems, called argument-focused and statement-focused approach, are identified and compared. Then they are shown to be able to encompass several prominent literature proposals as special cases, thereby enabling a systematic comparison evidencing their merits and limits. Further, we show that the proposed model supports tunability of statement justification by specifying a few alternative statement justification labellings, and we illustrate how they can be seamlessly integrated into different formalisms.
On the Justification of Statements in Argumentation-based Reasoning
Baroni, Pietro (Università degli Studi di Brescia) | Governatori, Guido (DATA61 and Commonwealth Scientific and Industrial Research Organisation (CSIRO)) | Lam, Ho-Pun (DATA61 and Commonwealth Scientific and Industrial Research Organisation (CSIRO)) | Riveret, Régis (DATA61 and Commonwealth Scientific and Industrial Research Organisation (CSIRO))
In the study of argumentation-based reasoning, argument justification has received far more attention than statement justification, often treated as a simple byproduct of the former. As a consequence, counterintuitive results and significant losses of sensitivity can be identified in the treatment of statement justification by otherwise appealing formalisms. To overcome this limitation, we propose to reappraise statement justification as a formalism-independent component. To this purpose, we introduce a novel general model of argumentation-based reasoning based on multiple levels of labellings, one of which is devoted to statement justification. This model is able to encompass several literature proposals as special cases: we illustrate this ability for the case of the ASPIC+ formalism and provide a first example of tunable statement justification in this context.