作者
Yong Wang, Conglei Shi, Liangyue Li, Hanghang Tong, Huamin Qu
发表日期
2018/3/9
期刊
ACM Transactions on Interactive Intelligent Systems (TiiS)
卷号
8
期号
1
页码范围
1-24
出版商
ACM
简介
Research impact plays a critical role in evaluating the research quality and influence of a scholar, a journal, or a conference. Many researchers have attempted to quantify research impact by introducing different types of metrics based on citation data, such as h-index, citation count, and impact factor. These metrics are widely used in the academic community. However, quantitative metrics are highly aggregated in most cases and sometimes biased, which probably results in the loss of impact details that are important for comprehensively understanding research impact. For example, which research area does a researcher have great research impact on? How does the research impact change over time? How do the collaborators take effect on the research impact of an individual? Simple quantitative metrics can hardly help answer such kind of questions, since more detailed exploration of the citation data is needed …
引用总数
20182019202020212022202320241322321
学术搜索中的文章
Y Wang, C Shi, L Li, H Tong, H Qu - ACM Transactions on Interactive Intelligent Systems …, 2018