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https://doi.org/10.21256/zhaw-27312| Publikationstyp: | Konferenz: Paper |
| Art der Begutachtung: | Peer review (Publikation) |
| Titel: | Ethical aspects of computational modelling in science, decision support and communication |
| Autor/-in: | Füchslin, Rudolf Marcel Ambühl, Jacques Faggian, Alessia Fellermann, Harold M. Flumini, Dandolo Geller, Armando Hanczyc, Martin M. Klinkert, Andreas Krütli, Pius Matuttis, Hans-Georg Ott, Thomas Scheidegger, Stephan Schmid, Gary Bruno Smieszek, Timo Schneider, Johannes J. Steiner, Albert Weyland, Mathias S. |
| et. al: | No |
| DOI: | 10.1007/978-3-031-23929-8_24 10.21256/zhaw-27312 |
| Tagungsband: | Artificial Life and Evolutionary Computation |
| Angaben zur Konferenz: | XV Italian Workshop on Artificial Life and Evolutionary Computation (WIVACE), Winterthur, Switzerland, 15-17 September 2021 |
| Erscheinungsdatum: | 22-Jan-2023 |
| Reihe: | Communications in Computer and Information Science |
| Reihenzählung: | 1722 |
| Verlag / Hrsg. Institution: | Springer |
| Verlag / Hrsg. Institution: | Cham |
| ISBN: | 978-3-031-23928-1 978-3-031-23929-8 |
| Sprache: | Englisch |
| Schlagwörter: | Ethics; Computational modelling; Transdisciplinarity |
| Fachgebiet (DDC): | 003: Systeme |
| Zusammenfassung: | The development of data science, the increase of computational power, the availability of the internet infrastructure for data exchange and the urgency for an understanding of complex systems require a responsible and ethical use of computational models in science, communication and decision-making. Starting with a discussion of the width of different purposes of computational models, we first investigate the process of model construction as an interplay of theory and experimentation. We emphasise the different aspects of the tension between model variables and experimentally measurable observables. The resolution of this tension is a prerequisite for the responsible use of models and an instrumental part of using models in the scientific processes. We then discuss the impact of models and the responsibility that results from the fact that models support and may also guide experimentation. Further, we investigate the difference between computational modelling in an interdisciplinary science project and computational models as tools in transdisciplinary decision support. We regard the communication of model structures and modelling results as essential; however, this communication cannot happen in a technical manner, but model structures and modelling results must be translated into a “narrative.” We discuss the role of concepts from disciplines such as literary theory, communication science, and cultural studies and the potential gains that a broader approach can obtain. Considering concepts from the liberal arts, we conclude that there is, besides the responsibility of the model author, also a responsibility of the user/reader of the modelling results. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/27312 |
| Volltext Version: | Akzeptierte Version |
| Lizenz (gemäss Verlagsvertrag): | Lizenz gemäss Verlagsvertrag |
| Departement: | Life Sciences und Facility Management School of Engineering |
| Organisationseinheit: | Institut für Angewandte Mathematik und Physik (IAMP) Institut für Computational Life Sciences (ICLS) Institut für Datenanalyse und Prozessdesign (IDP) |
| Publiziert im Rahmen des ZHAW-Projekts: | ACDC – Artificial Cells with Distributed Cores to Decipher Protein Function |
| Enthalten in den Sammlungen: | Publikationen School of Engineering |
Dateien zu dieser Ressource:
| Datei | Beschreibung | Größe | Format | |
|---|---|---|---|---|
| 2023_Fuchslin-etal_Ethical-aspects-of-computational-modelling_WIVACE.pdf | Accepted Version | 1.01 MB | Adobe PDF |  Öffnen/Anzeigen |
Zur Langanzeige
Füchslin, R. M., Ambühl, J., Faggian, A., Fellermann, H. M., Flumini, D., Geller, A., Hanczyc, M. M., Klinkert, A., Krütli, P., Matuttis, H.-G., Ott, T., Scheidegger, S., Schmid, G. B., Smieszek, T., Schneider, J. J., Steiner, A., & Weyland, M. S. (2023, January 22). Ethical aspects of computational modelling in science, decision support and communication. Artificial Life and Evolutionary Computation. https://doi.org/10.1007/978-3-031-23929-8_24
Füchslin, R.M. et al. (2023) ‘Ethical aspects of computational modelling in science, decision support and communication’, in Artificial Life and Evolutionary Computation. Cham: Springer. Available at: https://doi.org/10.1007/978-3-031-23929-8_24.
R. M. Füchslin et al., “Ethical aspects of computational modelling in science, decision support and communication,” in Artificial Life and Evolutionary Computation, Jan. 2023. doi: 10.1007/978-3-031-23929-8_24.
FÜCHSLIN, Rudolf Marcel, Jacques AMBÜHL, Alessia FAGGIAN, Harold M. FELLERMANN, Dandolo FLUMINI, Armando GELLER, Martin M. HANCZYC, Andreas KLINKERT, Pius KRÜTLI, Hans-Georg MATUTTIS, Thomas OTT, Stephan SCHEIDEGGER, Gary Bruno SCHMID, Timo SMIESZEK, Johannes J. SCHNEIDER, Albert STEINER und Mathias S. WEYLAND, 2023. Ethical aspects of computational modelling in science, decision support and communication. In: Artificial Life and Evolutionary Computation. Conference paper. Cham: Springer. 22 Januar 2023. ISBN 978-3-031-23928-1
Füchslin, Rudolf Marcel, Jacques Ambühl, Alessia Faggian, Harold M. Fellermann, Dandolo Flumini, Armando Geller, Martin M. Hanczyc, et al. 2023. “Ethical Aspects of Computational Modelling in Science, Decision Support and Communication.” Conference paper. In Artificial Life and Evolutionary Computation. Cham: Springer. https://doi.org/10.1007/978-3-031-23929-8_24.
Füchslin, Rudolf Marcel, et al. “Ethical Aspects of Computational Modelling in Science, Decision Support and Communication.” Artificial Life and Evolutionary Computation, Springer, 2023, https://doi.org/10.1007/978-3-031-23929-8_24.
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