Guiding user choice during discussion by silence, examples and justifications

Maier Fenster, Inon Zuckerman, Sarit Kraus

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Scopus citations

Abstract

This paper describes an approach for guiding human choice-making by a computerized agent, in a conversational setting, where both user and agent provide meaningful input. In the proposed approach, the agent attempts to convince a person by providing examples for the person to emulate or by providing justifications for the person to internalize and build or change her preferences accordingly. The agent can take into account examples and justifications provided by the person. In a series of experiments where the task was selecting a location for a school, a computer agent interacted with subjects using a textual chat-type interface, with different agent designs being used in different experiments. The results show that the example-providing agent outperformed the justification providing agent and both, surprisingly, outperformed an agent which presented the subject with both examples and justifications. In addition, it was demonstrated that in some cases the best strategy for the agent is to keep silent.

Original languageEnglish
Title of host publicationECAI 2012 - 20th European Conference on Artificial Intelligence, 27-31 August 2012, Montpellier, France - Including Prestigious Applications of Artificial Intelligence (PAIS-2012) System Demonstration
PublisherIOS Press BV
Pages330-335
Number of pages6
ISBN (Print)9781614990970
DOIs
StatePublished - 2012
Event20th European Conference on Artificial Intelligence, ECAI 2012 - Montpellier, France
Duration: 27 Aug 201231 Aug 2012

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume242
ISSN (Print)0922-6389
ISSN (Electronic)1879-8314

Conference

Conference20th European Conference on Artificial Intelligence, ECAI 2012
Country/TerritoryFrance
CityMontpellier
Period27/08/1231/08/12

Bibliographical note

Place of conference:France

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