Exploring explainability formats to aid decision-making in dairy farming systems
| dc.contributor.author | Mengisti Berihu Girmay, Felix Möhrle | |
| dc.date.accessioned | 2024-04-08T11:56:34Z | |
| dc.date.available | 2024-04-08T11:56:34Z | |
| dc.date.issued | 2024 | |
| dc.description.abstract | In 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.doi | 10.18420/giljt2024_33 | |
| dc.identifier.isbn | 978-3-88579-738-8 | |
| dc.identifier.issn | 2944-7682 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/43885 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | 44. GIL - Jahrestagung, Biodiversität fördern durch digitale Landwirtschaft | |
| dc.relation.ispartofseries | Lecture Notes in Informatics(LNI) - Proceedings, Volume P - 344 | |
| dc.subject | explainability | |
| dc.subject | decision support | |
| dc.subject | dairy farming | |
| dc.subject | trust | |
| dc.title | Exploring explainability formats to aid decision-making in dairy farming systems | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 274 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 269 | |
| gi.conference.date | 27.-28. Februar 2024 | |
| gi.conference.location | Stuttgart | |
| gi.conference.review | full |
Dateien
Originalbündel
1 - 1 von 1
Lade...
- Name:
- GIL_2024_Girmay_269-274.pdf
- Größe:
- 400.11 KB
- Format:
- Adobe Portable Document Format