Maxime Morge's Publications
• Sorted by Date • Classified by Publication Type • Classified by Research Category • Classified by Funding Source •
The hedgehog and the Fox. An Argumentation-Based Decision Support System
Maxime Morge. The hedgehog and the Fox. An Argumentation-Based Decision Support System. In Argumentation in Multi-Agent Systems: Fourth International Workshop ArgMAS, Revised Selected and Invited Papers, pp. 114–131, Lecture Notes in Artificial Intelligence 4946, Springer-Verlag, Honolulu, Hawai, USA, 2008.
Download
Abstract
In this paper, we present a decision support system which is built upon an argumentation framework for practical reasoning. A logic language is used as a concrete data structure for holding statements representing knowledge, goals, and decisions. Different priorities are attached to these items, corresponding to the probability of the knowledge, the preferences between goals, and the expected utilities of decisions. These concrete data structures consist of information providing the backbone of arguments. Due to the abductive nature of practical reasoning, arguments are built by reasoning backwards, and possibly by making suppositions over missing information. Moreover, arguments are defined as tree-like structures. In this way, our computer system, implemented in Prolog, suggests some solutions and provides an interactive and intelligible explanation of this choice.
BibTeX
@InProceedings{morge07argmasb,
author = {Maxime Morge},
title = {The hedgehog and the Fox. An Argumentation-Based Decision Support System},
booktitle = {Argumentation in Multi-Agent Systems: Fourth
International Workshop ArgMAS, Revised
Selected and Invited Papers},
pages = {114-131},
editor = {Iyad Rahwan and Simon Parsons and Chris Reed},
series = {Lecture Notes in Artificial Intelligence},
volume = {4946},
address = {Honolulu, Hawai, USA},
publisher = {Springer-Verlag},
year = {2008},
abstract= {In this paper, we present a decision support system which
is built upon an argumentation framework for practical
reasoning. A logic language is used as a concrete data
structure for holding statements representing knowledge,
goals, and decisions. Different priorities are attached
to these items, corresponding to the probability of the
knowledge, the preferences between goals, and the
expected utilities of decisions. These concrete data
structures consist of information providing the backbone
of arguments. Due to the abductive nature of practical
reasoning, arguments are built by reasoning backwards,
and possibly by making suppositions over missing
information. Moreover, arguments are defined as tree-like
structures. In this way, our computer system, implemented
in Prolog, suggests some solutions and provides an
interactive and intelligible explanation of this choice.},
bib2html_pubtype = {LNCS},
bib2html_rescat = {Argumentation, Decision support system},
bib2html_funding = {ArgUGRID}
}
Generated by bib2html.pl (written by Patrick Riley ) on Wed Feb 27, 2013 15:12:13