Generating arguments based on Data-oriented Belief Revision model

  • Mariela Morveli-Espinoza UTFPR
  • Cesar A. Tacla UTFPR

Resumo


Data-Oriented Belief Revision (DBR) is a relatively recent approach that claims the difference between pieces of information gathered and stored by agent (data) and information revised and considered reliable (beliefs). Data structure proposed in DBR can also be used to implement the structure of an argument. It’s worth noting that this approach can be considered as the first step to integrate both belief revision and argumentation areas and allowing them to be modeled in the same framework. Our objective is to continue making progress on this research from a computational view. This article is our first step, here we propose two ways to generate arguments and counter-arguments in a monological argumentation based on the DBR model’s data structure.

Referências

Amgoud, L. (2005). A unified setting for inference and decision: an argumentation-based approach. In Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence, pages 26–33.

Besnard, P., Gregoire, E., Piette, C., and Raddaoui, B. (2010). Mus-based generation of arguments and counter-arguments. pages 239–244. Information Reuse and Integration (IRI).

Gardenfors, P. (1988). Knowledge in flux: Modeling the dynamics of epistemic states. The MIT press.

Katsuno, H. and Mendelzon, A. (1991). Propositional knowledge base revision and minimal change. pages 253–294. Artificial Intelligence.

Ontanon, S. and Plaza, E. (2007). Arguments and counterexamples in case-based joint deliberation. In Argumentation in Multi Agent Systems. Springer Berlin Heidelberg, pages 36–53.

Paglieri, F. (2004). Data-oriented belief revision: Towards a unified theory of epistemic processing. In Proceedings of STAIRS’04, pages 179–190.

Paglieri, F. and Castelfranchi, C. (2006). The toulmin test: Framing argumentation within belief revision theories. In Arguing on the Toulmin model. Springer Netherlands, pages 359–377.
Publicado
28/05/2014
MORVELI-ESPINOZA, Mariela; TACLA, Cesar A.. Generating arguments based on Data-oriented Belief Revision model. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 8. , 2014, Porto Alegre/RS. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2014 . p. 173-178. ISSN 2326-5434.