Nazemi, Kawa ; Burkhardt, Dirk ; Kock, Alexander (2022)
Visual Analytics for Technology and Innovation Management: An Interaction Approach for Strategic Decision Making.
In: Multimedia Tools and Applications, 81
doi: 10.1007/s11042-021-10972-3
Artikel, Bibliographie
Dies ist die neueste Version dieses Eintrags.
Kurzbeschreibung (Abstract)
The awareness of emerging trends is essential for strategic decision making because technological trends can affect a firm’s competitiveness and market position. The rise of artificial intelligence methods allows gathering new insights and may support these decision-making processes. However, it is essential to keep the human in the loop of these complex analytical tasks, which, often lack an appropriate interaction design. Including special interactive designs for technology and innovation management is therefore essential for successfully analyzing emerging trends and using this information for strategic decision making. A combination of information visualization, trend mining and interaction design can support human users to explore, detect, and identify such trends. This paper enhances and extends a previously published first approach for integrating, enriching, mining, analyzing, identifying, and visualizing emerging trends for technology and innovation management. We introduce a novel interaction design by investigating the main ideas from technology and innovation management and enable a more appropriate interaction approach for technology foresight and innovation detection.
| Typ des Eintrags: | Artikel |
|---|---|
| Erschienen: | 2022 |
| Autor(en): | Nazemi, Kawa ; Burkhardt, Dirk ; Kock, Alexander |
| Art des Eintrags: | Bibliographie |
| Titel: | Visual Analytics for Technology and Innovation Management: An Interaction Approach for Strategic Decision Making |
| Sprache: | Englisch |
| Publikationsjahr: | 2022 |
| Ort: | Dordrecht |
| Verlag: | Springer Science |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | Multimedia Tools and Applications |
| Jahrgang/Volume einer Zeitschrift: | 81 |
| DOI: | 10.1007/s11042-021-10972-3 |
| URL / URN: | https://link.springer.com/article/10.1007/s11042-021-10972-3 |
| Kurzbeschreibung (Abstract): | The awareness of emerging trends is essential for strategic decision making because technological trends can affect a firm’s competitiveness and market position. The rise of artificial intelligence methods allows gathering new insights and may support these decision-making processes. However, it is essential to keep the human in the loop of these complex analytical tasks, which, often lack an appropriate interaction design. Including special interactive designs for technology and innovation management is therefore essential for successfully analyzing emerging trends and using this information for strategic decision making. A combination of information visualization, trend mining and interaction design can support human users to explore, detect, and identify such trends. This paper enhances and extends a previously published first approach for integrating, enriching, mining, analyzing, identifying, and visualizing emerging trends for technology and innovation management. We introduce a novel interaction design by investigating the main ideas from technology and innovation management and enable a more appropriate interaction approach for technology foresight and innovation detection. |
| Freie Schlagworte: | Visual analytics, Information visualization, Interaction design, Visual trend analytics, Emerging trend identification, Technology management, Innovation management, Multimedia interaction |
| Fachbereich(e)/-gebiet(e): | 01 Fachbereich Rechts- und Wirtschaftswissenschaften 01 Fachbereich Rechts- und Wirtschaftswissenschaften > Betriebswirtschaftliche Fachgebiete 01 Fachbereich Rechts- und Wirtschaftswissenschaften > Betriebswirtschaftliche Fachgebiete > Fachgebiet Technologie- und Innovationsmanagement |
| Hinterlegungsdatum: | 31 Jan 2023 13:21 |
| Letzte Änderung: | 19 Jul 2024 07:03 |
| PPN: | 500221022 |
| Export: | |
| Suche nach Titel in: | TUfind oder in Google |
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Visual analytics for technology and innovation management: An interaction approach for strategic decision making. (deposited 30 Apr 2024 12:47)
- Visual Analytics for Technology and Innovation Management: An Interaction Approach for Strategic Decision Making. (deposited 31 Jan 2023 13:21) [Gegenwärtig angezeigt]
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