Umeå University's logo

umu.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • 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
Autonomous adaptation of software agents in the support of human activities
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-6035-800x
Human Performance and Technology Lab, National Taiwan University, Taiwan.
Human Performance and Technology Lab, National Taiwan University, Taiwan.
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-8430-4241
2018 (English)In: Joint Workshop on AI in Health / [ed] Lenz R., Montagna S., Bichindaritz I., Martin C., ten Teije A., Koster A., Guttmann C., Reichert M., Riano D., Guttmann C., Koch F., Schumacher M.I., Herrero P., Ibanez B.L., Marling C., Montani S., Wiratunga N., CEUR-WS , 2018, p. 144-156Conference paper, Published paper (Refereed)
Abstract [en]

This paper is aimed at formalizing the interplay among a person to be assisted, an assistive agent-based software, and a caregiver. We propose principles that agents should follow in such interplay, this principles may have impact in different agent-based assistive technology. We propose a mechanism to integrate individual’s information into the final decision-making process of an agent. Moreover, we endow agents with mechanisms for evaluating the distance between independent and supported activity execution, the so called zone of proximal development (ZPD) in four scenarios: I) independent activity execution by a person; II) ZPDH activity performance of a person supported by another person (e.g. a therapist); III) the ZPDS representing a potential activities when a person is supported by a software agent; and IV) the ZPDH+S when a person is supported by a caregiver and a software agent. Formal argumentation theory is used as foundation. Our formal models were tested using a prototype using augmented reality as assistive software. A pilot study with older adults and health-care personnel was performed and formal and empirical results are presented.

Place, publisher, year, edition, pages
CEUR-WS , 2018. p. 144-156
Series
CEUR Workshop Proceedings, ISSN 1613-0073 ; 2142
Keywords [en]
Activity theory, Argumentation theory, Assistive technology, Human activity, Rational agents
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:umu:diva-203000Scopus ID: 2-s2.0-85050910274OAI: oai:DiVA.org:umu-203000DiVA, id: diva2:1727159
Conference
1st Joint Workshop on AI in Health, AIH 2018, July 13-14, 2018, Stockholm, Sweden
Available from: 2023-01-15 Created: 2023-01-15 Last updated: 2023-01-15Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

ScopusPublisher's full text

Authority records

Guerrero, EstebanLindgren, Helena

Search in DiVA

By author/editor
Guerrero, EstebanLindgren, Helena
By organisation
Department of Computing Science
Computer Sciences

Search outside of DiVA

GoogleGoogle Scholar

urn-nbn

Altmetric score

urn-nbn
Total: 146 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • 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