| Full text | |
| Author(s): Show less - |
Biazus, Miller
;
dos Santos, Carlos Habekost
;
Takeda, Larissa Narumi
;
de Oliveira, Jose Palazzo Moreira
;
Fantinato, Marcelo
;
Mendling, Jan
;
Thom, Lucineia Heloisa
;
Hartmann, S
;
Kung, J
;
Chakravarthy, S
;
AnderstKotsis, G
;
Tjoa, AM
;
Khalil, I
Total Authors: 13
|
| Document type: | Journal article |
| Source: | DATABASE AND EXPERT SYSTEMS APPLICATIONS, PT II; v. 11707, p. 11-pg., 2019-01-01. |
| Abstract | |
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. (AU) | |
| FAPESP's process: | 17/26491-1 - An evolutionary approach to the discovery of unstructured business processes based on cooperative coevolution and the island model |
| Grantee: | Marcelo Fantinato |
| Support Opportunities: | Scholarships abroad - Research |