Exploring Citation-Based Knowledge Flow in Scientific Research

This paper studies the citation-based knowledge flows among research elements such as researcher, paper, publication venue and research topic. The knowledge flow networks have been used to evaluate the research elements and distinguish their roles. The visualization of knowledge flow network of different research elements can overview the knowledge flows among research elements of the same type. This research work is helpful for promoting the knowledge sharing and evaluation in the scientific research.