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Exploring explainability formats to aid decision-making in dairy farming systems

dc.contributor.authorMengisti Berihu Girmay, Felix Möhrle
dc.date.accessioned2024-04-08T11:56:34Z
dc.date.available2024-04-08T11:56:34Z
dc.date.issued2024
dc.description.abstractIn this paper, we examine different approaches to explaining decision support in herd management systems for their effects on comprehensibility and trust. To this end, we present a hypothetical system for assessing the risk of mastitis, a common infectious disease in dairy cattle. For this system, we design four explanation formats to present risk assessments to farmers. We collect their feedback in a survey to get suggestions for designing systems that are well accepted. In our work, it was not possible to identify one explanation format that is preferable to all others. Rather, a finding was that herd management systems should optimally support multiple explanation formats and allow switching between them depending on the situation.en
dc.identifier.doi10.18420/giljt2024_33
dc.identifier.isbn978-3-88579-738-8
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/43885
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartof44. GIL - Jahrestagung, Biodiversität fördern durch digitale Landwirtschaft
dc.relation.ispartofseriesLecture Notes in Informatics(LNI) - Proceedings, Volume P - 344
dc.subjectexplainability
dc.subjectdecision support
dc.subjectdairy farming
dc.subjecttrust
dc.titleExploring explainability formats to aid decision-making in dairy farming systemsen
dc.typeText/Conference Paper
gi.citation.endPage274
gi.citation.publisherPlaceBonn
gi.citation.startPage269
gi.conference.date27.-28. Februar 2024
gi.conference.locationStuttgart
gi.conference.reviewfull

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