Argumentation in Artificial Intelligence

• Corporate Author: SpringerLink (Online service)
• Other Authors: Simari, Guillermo (Editor), Rahwan, Iyad (Editor)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2009.
• Edition: First.
• Subjects: Computer science.; Mathematical logic.; Artificial intelligence.; Application software.; Education > Data processing.; Algorithms.; Computer Science.; Artificial Intelligence (incl. Robotics).; Mathematical Logic and Formal Languages.; Computer Applications.; Computers and Education.

This volume is a systematic, expansive presentation of the major achievements in the intersection between two fields of inquiry: Argumentation Theory and Artificial Intelligence. Contributions from international researchers who have helped shape this dynamic area offer a progressive development of i...

Table of Contents:

• Abstract Argument Systems
• Semantics of Abstract Argument Systems
• Abstract Argumentation and Values
• Bipolar abstract argumentation systems
• Complexity of Abstract Argumentation
• Proof Theories and Algorithms for Abstract Argumentation Frameworks
• Argumentation Theory: A Very Short Introduction
• Arguments with Structure
• Argumentation Based on Classical Logic
• Argument-based Logic Programming
• A Recursive Semantics for Defeasible Reasoning
• Assumption-Based Argumentation
• The Toulmin Argument Model in Artificial Intelligence
• Proof Burdens and Standards
• Argumentation in Multi-Agent Systems
• Dialogue Games for Agent Argumentation
• Models of Persuasion Dialogue
• Argumentation for Decision Making
• Argumentation and Game Theory
• Belief Revision and Argumentation Theory
• Applications
• Argumentation in Legal Reasoning
• The Argument Interchange Format
• Empowering Recommendation Technologies Through Argumentation
• Arguing on the Semantic Grid
• Towards Probabilistic Argumentation
• Argument-Based Machine Learning.