2,026 research outputs found
Why the Dialectical Tier is an Epistemic Animal
Ralph Johnson has proposed a “two tiered” conception of argument, comprising of the illative core and the dialectical tier. This paper's two-part thesis is that (i) the dialectical tier is best understood as an epistemic requirement for argument, and (ii) once understood epistemically, the dialectical tier requirement can be defended against the leading objections
Argumentation for machine learning: a survey
Existing approaches using argumentation to aid or improve machine learning differ in the type of machine learning technique they consider, in their use of argumentation and in their choice of argumentation framework and semantics. This paper presents a survey of this relatively young field highlighting, in particular, its achievements to date, the applications it has been used for as well as the benefits brought about by the use of argumentation, with an eye towards its future
The Jiminy Advisor: Moral Agreements Among Stakeholders Based on Norms and Argumentation
An autonomous system is constructed by a manufacturer, operates in a society
subject to norms and laws, and is interacting with end users. All of these
actors are stakeholders affected by the behavior of the autonomous system. We
address the challenge of how the ethical views of such stakeholders can be
integrated in the behavior of the autonomous system. We propose an ethical
recommendation component, which we call Jiminy, that uses techniques from
normative systems and formal argumentation to reach moral agreements among
stakeholders. Jiminy represents the ethical views of each stakeholder by using
normative systems, and has three ways of resolving moral dilemmas involving the
opinions of the stakeholders. First, Jiminy considers how the arguments of the
stakeholders relate to one another, which may already resolve the dilemma.
Secondly, Jiminy combines the normative systems of the stakeholders such that
the combined expertise of the stakeholders may resolve the dilemma. Thirdly,
and only if these two other methods have failed, Jiminy uses context-sensitive
rules to decide which of the stakeholders take preference. At the abstract
level, these three methods are characterized by the addition of arguments, the
addition of attacks among arguments, and the removal of attacks among
arguments. We show how Jiminy can be used not only for ethical reasoning and
collaborative decision making, but also for providing explanations about
ethical behavior
The Uses of Argument in Mathematics
Stephen Toulmin once observed that `it has never been customary for
philosophers to pay much attention to the rhetoric of mathematical debate'.
Might the application of Toulmin's layout of arguments to mathematics remedy
this oversight?
Toulmin's critics fault the layout as requiring so much abstraction as to
permit incompatible reconstructions. Mathematical proofs may indeed be
represented by fundamentally distinct layouts. However, cases of genuine
conflict characteristically reflect an underlying disagreement about the nature
of the proof in question.Comment: 10 pages, 5 figures. To be presented at the Ontario Society for the
Study of Argumentation Conference, McMaster University, May 2005 and LOGICA
2005, Hejnice, Czech Republic, June 200
Intuitions and the modelling of defeasible reasoning: some case studies
The purpose of this paper is to address some criticisms recently raised by
John Horty in two articles against the validity of two commonly accepted
defeasible reasoning patterns, viz. reinstatement and floating conclusions. I
shall argue that Horty's counterexamples, although they significantly raise our
understanding of these reasoning patterns, do not show their invalidity. Some
of them reflect patterns which, if made explicit in the formalisation, avoid
the unwanted inference without having to give up the criticised inference
principles. Other examples seem to involve hidden assumptions about the
specific problem which, if made explicit, are nothing but extra information
that defeat the defeasible inference. These considerations will be put in a
wider perspective by reflecting on the nature of defeasible reasoning
principles as principles of justified acceptance rather than `real' logical
inference.Comment: Proceedings of the 9th International Workshop on Non-Monotonic
Reasoning (NMR'2002), Toulouse, France, April 19-21, 200
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