基本信息
浏览量:31
职业迁徙
个人简介
My research applies multidisciplinary methods to scholarly big data. I aim to contextualize and elucidate the social dynamics of the global scientific ecosystem by leveraging massive datasets, computational techniques, and social theories. Specifically, my research focuses on three threads:
Knowledge integration, production, and diffusion. I adopt complex system-based quantifications or simulations (e.g., configuration models, percolations, and randomizations) to study the process of knowledge flow in various scenarios;
Evidence-based science policy. I apply causal inference methods (e.g., difference-in-differences, instrumental variables, and matching) on macro- or micro-scientific systems (e.g., funding allocation, interdisciplinarity, gender/race equity, and scientific collaboration) around the globe; and
Entities and behaviors in scholarly publishing, such as biological/AI entities and their relations, the inequality of scholars’ attention, etc. I apply machine learning/deep learning methods to decipher the actors and their engagements in the knowledge embedding space.
Knowledge integration, production, and diffusion. I adopt complex system-based quantifications or simulations (e.g., configuration models, percolations, and randomizations) to study the process of knowledge flow in various scenarios;
Evidence-based science policy. I apply causal inference methods (e.g., difference-in-differences, instrumental variables, and matching) on macro- or micro-scientific systems (e.g., funding allocation, interdisciplinarity, gender/race equity, and scientific collaboration) around the globe; and
Entities and behaviors in scholarly publishing, such as biological/AI entities and their relations, the inequality of scholars’ attention, etc. I apply machine learning/deep learning methods to decipher the actors and their engagements in the knowledge embedding space.
研究兴趣
论文共 161 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGYno. 1 (2024): 59-78
Journal of Informetricsno. 1 (2024): 101497
crossref(2024)
JOURNAL OF INFORMETRICSno. 1 (2024)
Huimin Xu, Meijun Liu,Yi Bu, Shujing Sun, Yi Zhang, Chenwei Zhang,Daniel E. Acuna, Steven Gray,Eric Meyer,Ying Ding
INFORMATION PROCESSING & MANAGEMENTno. 1 (2024): 103542-103542
RESEARCH POLICYno. 2 (2024): 104943
crossref(2024)
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn