Boris Galitsky, Sergey O Kuznetsov, Boris Kovalerchuk
Comparative analysis of argumentation and meta-argumentation is conducted to track the plausibility of scenarios of interaction between agents. Meta-argumentation deals with the overall structure of a scenario, which included communicative actions in addition to attack relations and is learned from previous experience of multi-agent interactions. Object-level argumentation is a traditional machinery to handle argumentative structure of a dialogue, assessing the plausibility of individual claims. Evaluation of contribution of each argumentation level shows that both levels of argumentation are essential for assessment of multi-agent scenarios.
Subjects: 5. Common Sense Reasoning; 12. Machine Learning and Discovery
Submitted: May 6, 2008