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2021 (English)In: IEEE Intelligent Systems, ISSN 1541-1672, E-ISSN 1941-1294, Vol. 36, no 2, p. 72-80Article in journal (Refereed) Published
Abstract [en]
In this article, we present a design methodology for argumentation-based health information systems. With a focus on the application of formal argumentation, the methodology aims at eliciting requirements in regard to argumentation reasoning behavior, knowledge and user models, and business logic on levels below and above the argumentation layer. We highlight specific considerations that need to be made dependent on the system type, i.e., for clinical decision-support systems, patient-facing systems, and administration systems. In addition, we outline challenges in regards to the design of argumentation-based intelligent systems for healthcare, considering the state of the art of argumentation research, health information systems, and software design methods. For each challenge, we outline a mitigation strategy.
Place, publisher, year, edition, pages
Los Alamitos, CA, USA: IEEE Computer Society, 2021
Keywords
Formal argumentation, healthcare, software design
National Category
Computer Sciences
Research subject
Computer Science
Identifiers
urn:nbn:se:umu:diva-179620 (URN)10.1109/MIS.2020.3044944 (DOI)000654783900009 ()2-s2.0-85098787449 (Scopus ID)
Funder
Wallenberg AI, Autonomous Systems and Software Program (WASP)EU, Horizon 2020
2021-02-042021-02-042023-03-24Bibliographically approved