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Authors: Adam Styperek 1 ; Michal Ciesielczyk 1 ; Pawel Misiorek 2 and Andrzej Szwabe 1

Affiliations: 1 Institute of Control and Information Technology, Poznan University of Technology, Poland ; 2 Poznan University of Technology, Poland

Keyword(s): BPMN, recommendation systems, process modeling support, usability of process design tools.

Abstract: In this paper, we propose a methodology for objective and repeatable simulation-based evaluation of recommendation algorithms supporting the process of designing of a BPMN model. According to the methodology, an evaluation of the usability of recommendations is done entirely with the use of the dedicated software coupled by a predefined test set. In order to confirm the reliability of the methodology, an additional evaluation based on the user study has been performed.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Styperek, A.; Ciesielczyk, M.; Misiorek, P. and Szwabe, A. (2015). Simulation-Based Evaluation of Recommendation Algorithms Assisting Business Process Modeling. In Proceedings of the Fifth International Symposium on Business Modeling and Software Design - BMSD, ISBN 978-989-758-111-3, pages 231-240. DOI: 10.5220/0005887602310240

@conference{bmsd15,
author={Adam Styperek. and Michal Ciesielczyk. and Pawel Misiorek. and Andrzej Szwabe.},
title={Simulation-Based Evaluation of Recommendation Algorithms Assisting Business Process Modeling},
booktitle={Proceedings of the Fifth International Symposium on Business Modeling and Software Design - BMSD,},
year={2015},
pages={231-240},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005887602310240},
isbn={978-989-758-111-3},
}

TY - CONF

JO - Proceedings of the Fifth International Symposium on Business Modeling and Software Design - BMSD,
TI - Simulation-Based Evaluation of Recommendation Algorithms Assisting Business Process Modeling
SN - 978-989-758-111-3
AU - Styperek, A.
AU - Ciesielczyk, M.
AU - Misiorek, P.
AU - Szwabe, A.
PY - 2015
SP - 231
EP - 240
DO - 10.5220/0005887602310240