With the rapid evolution of scientific research, there are a huge volume of papers published
every year and the number of scholars is also growing fast. How to effectively predict the …

Identifying important scholarly literature at an early stage is vital to the academic research
community and other stakeholders such as technology companies and government bodies …

Science of science has become a popular topic that attracts great attentions from the
research community. The development of data analytics technologies and the readily …

Progress in science has advanced the development of human society across history, with
dramatic revolutions shaped by information theory, genetic cloning, and artificial …

Young scholars in academia often seek to work in collaboration with top researchers in their
field in pursuit of a successful career. While success in academia can be defined differently …

Collaborator Recommendation is a useful application in exploiting big academic data.
However, existing works leave out the contextual restriction (ie, research topics) of people's …

Topic modeling methods have usually been applied in the past to identify the research
interests of researchers. Observing the scientific growth, the trending topics can be identified …

The proliferation of networked data in various disciplines motivates a surge of research
interests on network or graph mining. Among them, node classification is a typical learning …

This article elaborates how to identify and evaluate causal factors to improve scientific
impact. Currently, analyzing scientific impact can be beneficial to various academic activities …

The mechanism why two strange scholars become collaborators has been extensively
studied from the perspective of social network analysis. In academia, two scholars may …