An Empirical Study of a Deliberation Dialogue System

Elizabeth Black, Katie Bentley

Research output: Chapter in Book/Report/Conference proceedingConference paper

7 Citations (Scopus)
216 Downloads (Pure)

Abstract

We present an empirical simulation-based study of the use of value-based argumentation in two-party deliberation dialogues, investigating the impact that argumentation can have on the quality of the outcome reached. Our simulation allows us to vary the number of values, actions and arguments that appear in the system; we investigate how the behaviour of the system changes as these parameters vary. This parameter sensitivity analysis tells us whether a value-based deliberation dialogue system may be useful for a particular real-world application. We measure the quality of the dialogue outcome (i.e. the action that the agents agree to) against a global view of whether that action would be agreeable to each agent if all of the agents’ knowledge were taken into account. We compare the deliberation outcome with a simple consensus forming procedure (where no arguments are exchanged). Our results show that the deliberation dialogue system we present outperforms consensus forming.
Original languageEnglish
Title of host publicationTheorie and Applications of Formal Argumentation
Subtitle of host publicationFirst International Workshop, TAFA 2011. Barcelona, Spain, July 16-17, 2011, Revised Selected Papers
EditorsSanjay Modgil, Nir Oren, Francesca Toni
PublisherSpringer Berlin Heidelberg
Pages132-146
Number of pages15
ISBN (Electronic)978-3-642-29184-5
ISBN (Print)978-3-642-29183-8
DOIs
Publication statusPublished - 2011

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin Heidelberg
Volume7132
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

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