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Empathic Agents: A Hybrid Normative/Consequentialistic Approach
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-6458-2252
2019 (English)In: AAMAS 2019, ASSOC COMPUTING MACHINERY , 2019, p. 2423-2425Conference paper, Published paper (Refereed)
Abstract [en]

Complex information systems operate with increasing degrees of autonomy. Consequently, such systems should not only optimize for simple metrics (like clicks and views) that reflect the system provider's preferences but also consider norms or rules, as well as the preferences of other agents that are affected by the systems' actions. As a means to achieve such behavior, we propose the design and development of empathic agents that use a mixed rule/utility-based approach when deciding on how to act, considering both their own and others' utility functions. The agents make use of formal argumentation to reach an agreement on how to act in case of inconsistent beliefs. A promising domain for applying our empathic agents is recommender systems.

Place, publisher, year, edition, pages
ASSOC COMPUTING MACHINERY , 2019. p. 2423-2425
Keywords [en]
VELOPMENTInternational Workshop on Context for Software Development, MAY 19-19, 2015, orence, ITALY, P1 ack E., 2011, The 10th International Conference on Autonomous Agents and Multiagent Systems - lume 3, Taipei, Taiwan, AAMAS '11, Richland, SC, P905 nch-Capon TJM, 2003, JOURNAL OF LOGIC AND COMPUTATION, V13, P429 rlos Nieves Juan, 2011, FUNDAMENTA INFORMATICAE, V113, P41 mpik Timotheus, 2019, EMAS 2018: Engineering Multi-Agent Systems, mpik Timotheus, 2018, CEUR-WS20th International Trust Workshop (co-located with AAMAS/ IJCAI/
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:umu:diva-162355ISI: 000474345000427OAI: oai:DiVA.org:umu-162355DiVA, id: diva2:1349867
Conference
Autonomous Agents and Multiagent Systems (AAMAS 2019), Montreal, Canada, May 13–17, 2019
Available from: 2019-09-10 Created: 2019-09-10 Last updated: 2019-09-10Bibliographically approved

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http://www.ifaamas.org/Proceedings/aamas2019/pdfs/p2423.pdf

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Kampik, Timotheus

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf