Agent EXPRI: Licence to Explain

Francesca Mosca*, Ştefan Sarkadi, Jose M. Such, Peter McBurney

*Corresponding author for this work

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

7 Citations (Scopus)

Abstract

Online social networks are known to lack adequate multi-user privacy support. In this paper we present EXPRI, an agent architecture that aims to assist users in managing multi-user privacy conflicts. By considering the personal utility of sharing content and the individually preferred moral values of each user involved in the conflict, EXPRI identifies the best collaborative solution by applying practical reasoning techniques. Such techniques provide the agent with the cognitive process that is necessary for explainability. Furthermore, the knowledge gathered during the practical reasoning process allows EXPRI to engage in contrastive explanations.

Original languageEnglish
Title of host publicationExplainable, Transparent Autonomous Agents and Multi-Agent Systems - 2nd International Workshop, EXTRAAMAS 2020, Revised Selected Papers
EditorsDavide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling
PublisherSPRINGER
Pages21-38
Number of pages18
ISBN (Print)9783030519230
DOIs
Publication statusPublished - 2020
Event2nd International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020 - Auckland, New Zealand
Duration: 9 May 202013 May 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12175 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2nd International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020
Country/TerritoryNew Zealand
CityAuckland
Period9/05/202013/05/2020

Keywords

  • Explainable AI
  • Multi-user privacy
  • Practical reasoning

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