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https://doi.org/10.21256/zhaw-21920| Publikationstyp: | Beitrag in wissenschaftlicher Zeitschrift |
| Art der Begutachtung: | Peer review (Publikation) |
| Titel: | Adapting data-driven research to the fields of social sciences and the humanities |
| Autor/-in: | Weichselbraun, Albert Kuntschik, Philipp Francolino, Vincenzo Saner, Mirco Dahinden, Urs Wyss, Vinzenz |
| et. al: | No |
| DOI: | 10.3390/fi13030059 10.21256/zhaw-21920 |
| Erschienen in: | Future Internet |
| Band(Heft): | 13 |
| Heft: | 3 |
| Seite(n): | 59 |
| Erscheinungsdatum: | Feb-2021 |
| Verlag / Hrsg. Institution: | MDPI |
| ISSN: | 1999-5903 |
| Sprache: | Englisch |
| Schlagwörter: | Medienkritik; Automatisierte Inhaltsanalyse; WebLyzard; Big data; Web intelligence |
| Fachgebiet (DDC): | 006: Spezielle Computerverfahren 302.23: Medien |
| Zusammenfassung: | Recent developments in the fields of computer science, such as advances in the areas of big data, knowledge extraction, and deep learning, have triggered the application of data-driven research methods to disciplines such as the social sciences and humanities. This article presents a collaborative, interdisciplinary process for adapting data-driven research to research questions within other disciplines, which considers the methodological background required to obtain a significant impact on the target discipline and guides the systematic collection and formalization of domain knowledge, as well as the selection of appropriate data sources and methods for analyzing, visualizing, and interpreting the results. Finally, we present a case study that applies the described process to the domain of communication science by creating approaches that aid domain experts in locating, tracking, analyzing, and, finally, better understanding the dynamics of media criticism. The study clearly demonstrates the potential of the presented method, but also shows that data-driven research approaches require a tighter integration with the methodological framework of the target discipline to really provide a significant impact on the target discipline. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/21920 |
| Volltext Version: | Publizierte Version |
| Lizenz (gemäss Verlagsvertrag): | CC BY 4.0: Namensnennung 4.0 International |
| Departement: | Angewandte Linguistik |
| Organisationseinheit: | Institut für Angewandte Medienwissenschaft (IAM) |
| Publiziert im Rahmen des ZHAW-Projekts: | Radar Medienkritik Schweiz |
| Enthalten in den Sammlungen: | Publikationen Angewandte Linguistik |
Dateien zu dieser Ressource:
| Datei | Beschreibung | Größe | Format | |
|---|---|---|---|---|
| 2021_Weichselbraun-etal_Data-driven-research-social-sciences-humanities.pdf | 1.51 MB | Adobe PDF |  Öffnen/Anzeigen |
Zur Langanzeige
Weichselbraun, A., Kuntschik, P., Francolino, V., Saner, M., Dahinden, U., & Wyss, V. (2021). Adapting data-driven research to the fields of social sciences and the humanities. Future Internet, 13(3), 59. https://doi.org/10.3390/fi13030059
Weichselbraun, A. et al. (2021) ‘Adapting data-driven research to the fields of social sciences and the humanities’, Future Internet, 13(3), p. 59. Available at: https://doi.org/10.3390/fi13030059.
A. Weichselbraun, P. Kuntschik, V. Francolino, M. Saner, U. Dahinden, and V. Wyss, “Adapting data-driven research to the fields of social sciences and the humanities,” Future Internet, vol. 13, no. 3, p. 59, Feb. 2021, doi: 10.3390/fi13030059.
WEICHSELBRAUN, Albert, Philipp KUNTSCHIK, Vincenzo FRANCOLINO, Mirco SANER, Urs DAHINDEN und Vinzenz WYSS, 2021. Adapting data-driven research to the fields of social sciences and the humanities. Future Internet. Februar 2021. Bd. 13, Nr. 3, S. 59. DOI 10.3390/fi13030059
Weichselbraun, Albert, Philipp Kuntschik, Vincenzo Francolino, Mirco Saner, Urs Dahinden, and Vinzenz Wyss. 2021. “Adapting Data-Driven Research to the Fields of Social Sciences and the Humanities.” Future Internet 13 (3): 59. https://doi.org/10.3390/fi13030059.
Weichselbraun, Albert, et al. “Adapting Data-Driven Research to the Fields of Social Sciences and the Humanities.” Future Internet, vol. 13, no. 3, Feb. 2021, p. 59, https://doi.org/10.3390/fi13030059.
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