Software Resource Recommendation for Process Execution Based on the Organization’s Profile

Miller Biazus, Carlos Habekost dos Santos, Larissa Narumi Takeda, José Palazzo Moreira de Oliveira, Marcelo Fantinato, Jan Mendling, Lucinéia Heloisa Thom

Publikation: Beitrag in Buch/KonferenzbandBeitrag in Konferenzband


Lack of information on the infrastructure resources needed to execute business processes may interfere with the execution flow of the BPM lifecycle phases. If an organization recognizes that it does not have the resources needed to execute a process as planned, it might have to redesign the process. This paper presents an approach to recommending the infrastructure resources needed to execute a process. The recommendation relies on the task labels of the process model and comprises two phases: resource type classification and resource recommendation.

The approach contributes to the redesign phase as it provides the process analyst with information on the resources needed to execute the process. It also supports decision-making process before the implementation phase regarding, for example, remodeling, project cancellation, resource procurement etc. The developed approach was validated based on a set of real processes of a public university through a cross-fold validation that reached 83% of accuracy.
Titel des SammelwerksDatabase and Expert Systems Applications
Untertitel des Sammelwerks Book cover Conference proceedings © 2019 Database and Expert Systems Applications 30th International Conference, DEXA 2019, Linz, Austria, August 26–29, 2019, Proceedings, Part II
Herausgeber*innen Hartmann S., Küng J., Chakravarthy S., Anderst-Kotsis G., Tjoa A., Khalil I.
Seiten118 - 128
ISBN (Print)978-3-030-27617-1
PublikationsstatusVeröffentlicht - 2019


ReiheLecture Notes in Computer Science

Österreichische Systematik der Wissenschaftszweige (ÖFOS)

  • 502050 Wirtschaftsinformatik