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Gradual Semantics Accounting for Similarity between Arguments


 
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1. Title Title of document Gradual Semantics Accounting for Similarity between Arguments
 
2. Creator Author's name, affiliation, country Leila Amgoud; CNRS Université Paul Sabatier; France
 
2. Creator Author's name, affiliation, country Elise Bonzon; Université Paris Descartes; France
 
2. Creator Author's name, affiliation, country Jérôme Delobelle; CNRS Université d'Artois; France
 
2. Creator Author's name, affiliation, country Dragan Doder; CNRS Université Paul Sabatier; France
 
2. Creator Author's name, affiliation, country Sébastien Konieczny; CNRS Université d'Artois; France
 
2. Creator Author's name, affiliation, country Nicolas Maudet; CNRS Sorbonne Université; France
 
3. Subject Discipline(s)
 
3. Subject Keyword(s) Argumentation; Ranking-based semantics; Similarity
 
4. Description Abstract Argumentation is a reasoning model based on the justification of claims by arguments. Often, arguments to be considered are not completely independent, two arguments can be related for different reasons, they may overlap, or given by two persons that make similar statements during a debate, but express them differently, etc. This paper studies for the first time the impact of similarity (i.e., when pairs of arguments are related) in the context of gradual evaluation in abstract argumentation. We present principles that a semantics accounting for similarities should satisfy, and show how to extend gradual semantics for this purpose. We propose three original methods to do so, and study their properties. In particular, the new semantics are evaluated with respect to the new principles, and others from the literature.
 
5. Publisher Organizing agency, location
 
6. Contributor Sponsor(s) Project AMANDE ANR-13-BS02-0004 of the French National Re- search Agency (ANR)
 
7. Date (YYYY-MM-DD) 2018-09-24
 
8. Type Status & genre Peer-reviewed Paper
 
8. Type Type
 
9. Format File format PDF
 
10. Identifier Universal Resource Indicator https://aaai.org/ocs/index.php/KR/KR18/paper/view/18077
 
11. Source Journal/conference title; vol., no. (year) Knowledge Representation and Reasoning Conference; Sixteenth International Conference on Principles of Knowledge Representation and Reasoning
 
12. Language English=en en
 
14. Coverage Geo-spatial location, chronological period, research sample (gender, age, etc.)
 
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