Umeå University's logo

umu.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
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
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Argument-based human–AI collaboration for supporting behavior change to improve health
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-6458-2252
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-8430-4241
2023 (English)In: Frontiers in Artificial Intelligence, E-ISSN 2624-8212, Vol. 6, article id 1069455Article in journal (Refereed) Published
Abstract [en]

This article presents an empirical requirement elicitation study for an argumentation-based digital companion for supporting behavior change, whose ultimate goal is the promotion and facilitation of healthy behavior. The study was conducted with non-expert users as well as with health experts and was in part supported by the development of prototypes. It focuses on human-centric aspects, in particular user motivations, as well as on expectations and perceptions regarding the role and interaction behavior of a digital companion. Based on the results of the study, a framework for person tailoring the agent's roles and behaviors, and argumentation schemes are proposed. The results indicate that the extent to which a digital companion argumentatively challenges or supports a user's attitudes and chosen behavior and how assertive and provocative the companion is may have a substantial and individualized effect on user acceptance, as well as on the effects of interacting with the digital companion. More broadly, the results shed some initial light on the perception of users and domain experts of “soft,” meta-level aspects of argumentative dialogue, indicating potential for future research.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2023. Vol. 6, article id 1069455
Keywords [en]
argumentation schemes, behavior change, digital companion, formal argumentation dialogues, health promotion, Human-Centered Artificial Intelligence, user-modeling, value-based argumentation
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:umu:diva-205786DOI: 10.3389/frai.2023.1069455ISI: 000942156200001PubMedID: 36872933Scopus ID: 2-s2.0-85149508964OAI: oai:DiVA.org:umu-205786DiVA, id: diva2:1748533
Funder
Marianne and Marcus Wallenberg Foundation, MMW 2019.0220Wallenberg AI, Autonomous Systems and Software Program (WASP)Forte, Swedish Research Council for Health, Working Life and Welfare, 2018- 01461EU, Horizon 2020, 952026Available from: 2023-04-03 Created: 2023-04-03 Last updated: 2023-04-03Bibliographically approved

Open Access in DiVA

fulltext(3780 kB)382 downloads
File information
File name FULLTEXT01.pdfFile size 3780 kBChecksum SHA-512
9768797e5d75f83f5911697309fa5ad589e3611e83bf280aa8a95a63c944b4f58a4165273448e8459672e6b39cb8cf13d0f8888e86e1fa21fcb72be58714dc9e
Type fulltextMimetype application/pdf

Other links

Publisher's full textPubMedScopus

Authority records

Kilic, KaanWeck, SaskiaKampik, TimotheusLindgren, Helena

Search in DiVA

By author/editor
Kilic, KaanWeck, SaskiaKampik, TimotheusLindgren, Helena
By organisation
Department of Computing Science
In the same journal
Frontiers in Artificial Intelligence
Computer Sciences

Search outside of DiVA

GoogleGoogle Scholar
Total: 382 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
pubmed
urn-nbn

Altmetric score

doi
pubmed
urn-nbn
Total: 815 hits
CiteExportLink to record
Permanent link

Direct link
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
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf