30 November 2024

Argumentation Frameworks

Formal Argumentation:
  • Dung's Abstract Argumentation Framework - arguments as nodes in a directed graph with attacks to other arguments.
  • Probabilistic Argumentation Framework - arguments have probabilities and attacks with probabilistic reasoning and uncertainty
  • Value-Based Argumentation Framework - using values and preferences in the process to enable reasoning agents to resolve conflicts
  • Logic-Based Argumentation Framework - using logical formalisms to represent arguments and attacks with precise reasoning
Informal Argumentation:
  • Argumentation Mining - extracting arguments from text
  • Dialog Systems - agents engage in argumentative dialogs with humans and/or agents
Hybrid Argumentation:
  • Combined Formal and Informal
  • Integrating Machine Learning