Automatic Argumentation Extraction

This extended abstract outlines the area of automatic argumentation extraction. The state of the art is discussed, and how it has influenced the proposed direction of this work. This research aims to provide decision support by automatically extracting argumentation from natural language, enabling a decision maker to follow more closely the reasoning process, to examine premises and counter-arguments, and to reach better informed decisions.

[1]  G. Baker,et al.  The Principles Of Argumentation , 1895 .

[2]  Patrick Suppes,et al.  Introduction To Logic , 1958 .

[3]  William C. Mann,et al.  Rhetorical Structure Theory: A Framework for the Analysis of Texts , 1987 .

[4]  Critical thinking as argument analysis? , 1989 .

[5]  Simone Teufel,et al.  Argumentative zoning information extraction from scientific text , 1999 .

[6]  David A. Ferrucci,et al.  UIMA: an architectural approach to unstructured information processing in the corporate research environment , 2004, Natural Language Engineering.

[7]  Chris Reed,et al.  Araucaria: Software for Argument Analysis, Diagramming and Representation , 2004, Int. J. Artif. Intell. Tools.

[8]  Anthony Hunter,et al.  Elements of Argumentation , 2007, ECSQARU.

[9]  Trevor J. M. Bench-Capon,et al.  Argumentation in artificial intelligence , 2007, Artif. Intell..

[10]  Marie-Francine Moens,et al.  Argumentation mining: the detection, classification and structure of arguments in text , 2009, ICAIL.

[11]  Douglas Walton,et al.  Argumentation Theory: A Very Short Introduction , 2009, Argumentation in Artificial Intelligence.

[12]  Raquel Mochales Palau Automatic Detection and Classification of Argumentation in a Legal Case (Automatische detectie en classificatie van de argumentatie in een juridische zaak) , 2011 .

[13]  E. Krabbe,et al.  Groundwork in the Theory of Argumentation , 2012 .

[14]  Serena Villata,et al.  Natural Language Arguments: A Combined Approach , 2012, ECAI.

[15]  Douglas Walton,et al.  Argument Mining by Applying Argumentation Schemes , 2012 .

[16]  Jodi Schneider,et al.  Identifying Consumers' Arguments in Text , 2012, SWAIE.

[17]  Michael R. Genesereth,et al.  Introduction to Logic, Second Edition , 2013, Introduction to Logic.