Quotation Biazus, Miller, Habekost dos Santos, Carlos, Narumi Takeda, Larissa, Palazzo Moreira de Oliveira, José, Fantinato, Marcelo, Mendling, Jan, Heloisa Thom, Lucinéia. 2019. Software Resource Recommendation for Process Execution Based on the Organization's Profile. In Database and Expert Systems Applications. DEXA 2019. Lecture Notes in Computer Science, Hrsg. Hartmann S., Küng J., Chakravarthy S., Anderst-Kotsis G., Tjoa A., Khalil I. 118-128. Cham: Springer.


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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.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Contribution to conference proceedings
Language English
Title Software Resource Recommendation for Process Execution Based on the Organization's Profile.
Title of whole publication Database and Expert Systems Applications. DEXA 2019. Lecture Notes in Computer Science
Editor Hartmann S., Küng J., Chakravarthy S., Anderst-Kotsis G., Tjoa A., Khalil I.
Page from 118
Page to 128
Location Cham
Publisher Springer
Year 2019
ISBN 978-3-030-27617-1
URL https://link.springer.com/chapter/10.1007%2F978-3-030-27618-8_9
Open Access N

Associations

People
Mendling, Jan (Details)
External
Biazus, Miller (Federal University of Rio Grande do Sul, Brazil)
Fantinato, Marcelo (University of São Paulo, Brazil)
Habekost dos Santos, Carlos (Federal University of Rio Grande do Sul, Brazil)
Heloisa Thom, Lucinéia (Federal University of Rio Grande do Sul, Brazil)
Narumi Takeda, Larissa (Federal University of Rio Grande do Sul, Brazil)
Palazzo Moreira de Oliveira, José (Federal University of Rio Grande do Sul, Brazil)
Organization
Applied Information Technology with Focus on IT in Organization (Details)
Competence Center for Sustainability Transformation and Responsibility WE (Details)
Research Institute for Cryptoeconomics FI (Details)
Research areas (ÖSTAT Classification 'Statistik Austria')
5367 Management information systems (Details)
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