Visual analytics for technology and innovation management An interaction approach for strategic decision making

被引:7
|
作者
Nazemi, Kawa [1 ]
Burkhardt, Dirk [1 ]
Kock, Alexander [2 ]
机构
[1] Darmstadt Univ Appl Sci, Human Comp Interact & Visual Analyt, Darmstadt, Germany
[2] Tech Univ Darmstadt, Technol & Innovat Management, Darmstadt, Germany
关键词
Visual analytics; Information visualization; Interaction design; Visual trend analytics; Emerging trend identification; Technology management; Innovation management; Multimedia interaction; CORPORATE FORESIGHT; SEARCH;
D O I
10.1007/s11042-021-10972-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:14803 / 14830
页数:28
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