Pollok, Alexander und Klöckner, Andreas und Zimmer, Dirk (2019) Psychological aspects of equation-based modelling. Mathematical and Computer Modelling of Dynamical Systems. Taylor & Francis. doi: 10.1080/13873954.2019.1594310. ISSN 1387-3954.
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Offizielle URL: http://www.tandfonline.com/10.1080/13873954.2019.1594310
Kurzfassung
{Psychological aspects of equation-based modelling languages like Modelica are under-represented in literature. This does not reflect the growth of the corresponding userbase. In this paper we try to close this gap by tackling the problem from three sides: we conduct expert interviews, we conduct an experiment based on self-reported timings to analyse the effects of inheritance on understandability, and we conduct an online experiment to analyse the effects of model representations on the performance at modelling tasks. The expert interviews suggest that experienced modelling experts tend to develop their models from the top-down, while novices do the opposite. Results from the second experiment indicate that the effect of inheritance on the time to understand a model is both significant and large. The results of the last experiment imply that graphical representations outperform block-diagrams for several metrics. These results open a broad research field on the theory ofgoodmodelling practice.
elib-URL des Eintrags: | https://elib.dlr.de/126950/ | ||||||||||||||||
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Dokumentart: | Zeitschriftenbeitrag | ||||||||||||||||
Titel: | Psychological aspects of equation-based modelling | ||||||||||||||||
Autoren: |
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Datum: | 25 März 2019 | ||||||||||||||||
Erschienen in: | Mathematical and Computer Modelling of Dynamical Systems | ||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||
Open Access: | Ja | ||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||
In SCOPUS: | Ja | ||||||||||||||||
In ISI Web of Science: | Ja | ||||||||||||||||
DOI: | 10.1080/13873954.2019.1594310 | ||||||||||||||||
Verlag: | Taylor & Francis | ||||||||||||||||
ISSN: | 1387-3954 | ||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||
Stichwörter: | Usability, modelica, programming aids, object-oriented modelling, modeling | ||||||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||
HGF - Programm: | Luftfahrt | ||||||||||||||||
HGF - Programmthema: | Flugzeuge | ||||||||||||||||
DLR - Schwerpunkt: | Luftfahrt | ||||||||||||||||
DLR - Forschungsgebiet: | L AR - Aircraft Research | ||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | L - Systeme und Kabine (alt) | ||||||||||||||||
Standort: | Köln-Porz , Oberpfaffenhofen | ||||||||||||||||
Institute & Einrichtungen: | Institut für Systemdynamik und Regelungstechnik > Flugzeug-Systemdynamik Vorstandsbereich Luftfahrtforschung und -technologie | ||||||||||||||||
Hinterlegt von: | Klöckner, Andreas | ||||||||||||||||
Hinterlegt am: | 28 Mär 2019 13:59 | ||||||||||||||||
Letzte Änderung: | 19 Nov 2021 20:35 |
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- Psychological aspects of equation-based modelling. (deposited 28 Mär 2019 13:59) [Gegenwärtig angezeigt]
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