Andrea Burattin
Associate Professor
Technical University of Denmark
Detection and quantification of flow consistency in business process models
A. Burattin, V. Bernstein, M. Neurauter, P. Soffer, B. Weber
Abstract
Business process models abstract complex business processes by representing them as graphical models. Their layout, as determined by the modeler, may have an effect when these models are used. However, this effect is currently not fully understood. In order to systematically study this effect, a basic set of measurable key visual features is proposed, depicting the layout properties that are meaningful to the human user. The aim of this research is thus twofold: first, to empirically identify key visual features of business process models which are perceived as meaningful to the user and second, to show how such features can be quantified into computational metrics, which are applicable to business process models. We focus on one particular feature, consistency of flow direction, and show the challenges that arise when transforming it into a precise metric. We propose three different metrics addressing these challenges, each following a different view of flow consistency. We then report the results of an empirical evaluation, which indicates which metric is more effective in predicting the human perception of this feature. Moreover, two other automatic evaluations describing the performance and the computational capabilities of our metrics are reported as well.
Paper Information and Files
In Software & Systems Modeling, vol. 17 (2018), issue 2, pp. 633-654
- DOI: 10.1007/s10270-017-0576-y
- BibTeX: see at DBLP
- Download text This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
- Open access at Springer
Presentation Slides
General rights
Copyright and moral rights for the publications made accessible in the public website are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights.
- Users may download and print one copy of any publication from the website for the purpose of private study or research.
- You may not further distribute the material or use it for any profit-making activity or commercial gain.
If you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediately and investigate your claim.