VisualRPI: Visualizing Research Productivity and Impact

被引:0
|
作者
Hung, Chihli [1 ]
Lin, Wei-Chao [2 ,3 ,4 ]
机构
[1] Chung Yuan Christian Univ, Dept Informat Management, Taoyuan 320, Taiwan
[2] Chang Gung Univ, Dept Informat Management, Taoyuan 333, Taiwan
[3] Chang Gung Univ, Ctr Inst Res, Taoyuan 333, Taiwan
[4] Chang Gung Mem Hosp Linkou, Dept Thorac Surg, Taoyuan 333, Taiwan
关键词
h-index; researchers' productivity and impact; information visualization; clustering; SELF-ORGANIZING MAP; H-INDEX; SCIENCE; TRENDS;
D O I
10.3390/su14137679
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Research productivity and impact (RPI) is commonly measured through citation analysis, such as the h-index. Despite the popularity and objectivity of this type of method, it is still difficult to effectively compare a number of related researchers in terms of various citation-related statistics at the same time, such as average cites per year/paper, the number of papers/citations, h-index, etc. In this work, we develop a method that employs information visualization technology, and examine its applicability for the assessment of researchers' RPI. Specifically, our prototype, a visualizing research productivity and impact (VisualRPI) system, is introduced, which is composed of clustering and visualization components. The clustering component hierarchically clusters similar research statistics into the same groups, and the visualization component is used to display the RPI in a clear manner. A case example using information for 85 information systems researchers is used to demonstrate the usefulness of VisualRPI. The results show that this method easily measures the RPI for various performance indicators, such as cites/paper and h-index.
引用
收藏
页数:11
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