Title
Representing synergy among arguments with choquet integral
Abstract
Preference-based argumentation frameworks are instantiation of Dung's framework in which the defeat relation (in the sense of Dung) is computed from an attack relation and a preference relation over the set of arguments. Value-based argumentation framework is a preference-based argumentation framework where the preference relation over arguments is derived from a preference relation over values they promote. We extend value-based argumentation framework with collective defeats and arguments promoting values with various strengths. In the extended framework, we define a function which computes the strength of a collective defeat. We define desired properties for the proposed function. Surprisingly, we show that this function obeying the corresponding properties is Choquet integral, a well-known aggregation function at work in multiple criteria decision.
Year
DOI
Venue
2013
10.1007/978-3-642-39091-3_26
ECSQARU
Keywords
Field
DocType
proposed function,defeat relation,preference-based argumentation framework,collective defeat,preference relation,well-known aggregation function,attack relation,argumentation framework,value-based argumentation framework,extended framework,representing synergy
Argumentation framework,Mathematical economics,Preference relation,Multiple criteria,Computer science,Argumentation theory,Artificial intelligence,Choquet integral,Machine learning
Conference
Citations 
PageRank 
References 
1
0.34
20
Authors
2
Name
Order
Citations
PageRank
Souhila Kaci178353.25
Christophe Labreuche270965.78