Search

Your search keyword '"Nie, Liqiang"' showing total 8 results
Start Over Author "Nie, Liqiang" Journal information sciences
8 results on '"Nie, Liqiang"'

8. Identifying advisor-advisee relationships from co-author networks via a novel deep model.

Author

Liu, Wenqiang, Zhao, Zhongying, Zhang, Yong, Qian, Yuhua, Nie, Liqiang, and Yin, Yilong

Subjects
*AUTHORSHIP collaboration, *SOCIAL network analysis, *RELATIONSHIP marketing, *SCIENTIFIC community, *SCHOLARLY periodicals
Abstract

Advisor-advisee is one of the most important relationships in research publication networks. Identifying it can benefit many interesting applications, such as double-blind peer review, academic circle mining, and scientific community analysis. However, the advisor-advisee relationships are often hidden in research publication network and vary over time, thus are difficult to detect. In this paper, we present a time-aware Advisor-advisee Relationship Mining Model (tARMM) to better identify such relationships. It is a deep model equipped with improved Refresh Gate Recurrent Units (RGRU). Extensive experiments over real-world DBLP data have well verified the effectiveness of our proposed model. [ABSTRACT FROM AUTHOR]

Published
2018
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results