Doorgaan naar hoofdnavigatie Doorgaan naar zoeken Ga verder naar hoofdinhoud

Supporting Analysts and Managers to Utilize Prescriptive Process Monitoring: A User Interface Design and Evaluation

  • Kateryna Kubrak (Corresponding author)
  • , Fredrik Milani
  • , Alexander Nolte
  • , Lana Botchorishvili
  • , Marlon Dumas
  • , Mahmoud Shoush

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

5 Downloads (Pure)

Samenvatting

Prescriptive process monitoring techniques recommend actions in an ongoing case of a business process to maximize its success rate. Different techniques have been proposed that focus on the efficiency and precision of recommendations. In contrast, little attention has been given to presenting the outputs of techniques to end users. In this study, we design an interface for prescriptive process monitoring outputs following the design science research methodology. As an artifact, we develop a web-based tool Kairos. We evaluate the tool with end users (operational managers and process analysts). Based on the findings, we derive suggestions for designing prescriptive process monitoring interfaces.
Originele taal-2Engels
Artikelnummer4
Pagina's (van-tot)1-26
Aantal pagina's26
TijdschriftACM Transactions on Management Information Systems
Volume17
Nummer van het tijdschrift1
Vroegere onlinedatum17 nov. 2025
DOI's
StatusGepubliceerd - mrt. 2026

Financiering

This research is supported by the Estonian Research Council (PRG1226) and the European Research Council (PIX Project).

Vingerafdruk

Duik in de onderzoeksthema's van 'Supporting Analysts and Managers to Utilize Prescriptive Process Monitoring: A User Interface Design and Evaluation'. Samen vormen ze een unieke vingerafdruk.

Citeer dit