A Visual Analytics Approach for Analyzing Technological Trends in Technology and Innovation Management

被引:5
|
作者
Nazemi, Kawa [1 ]
Burkhardt, Dirk [1 ]
机构
[1] Darmstadt Univ Appl Sci, Res Grp Human Comp Interact & Visual Analyt, Darmstadt, Germany
关键词
Visual Analytics; Information visualization; Trend analytics; Analysis approach; User-centered design; SEARCH;
D O I
10.1007/978-3-030-33723-0_23
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Visual Analytics provides with a combination of automated techniques and interactive visualizations huge analysis possibilities in technology and innovation management. Thereby not only the use of machine learning data mining methods plays an important role. Due to the high interaction capabilities, it provides a more user-centered approach, where users are able to manipulate the entire analysis process and get the most valuable information. Existing Visual Analytics systems for Trend Analytics and technology and innovation management do not really make use of this unique feature and almost neglect the human in the analysis process. Outcomes from research in information search, information visualization and technology management can lead to more sophisticated Visual Analytics systems that involved the human in the entire analysis process. We propose in this paper a new interaction approach for Visual Analytics in technology and innovation management with a special focus on technological trend analytics.
引用
收藏
页码:283 / 294
页数:12
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