This article screens high-level authors in academic area based on different evaluation indicators, and analyzes the scientific cooperation mode between high-level authors from different perspectives. The results show that the authors of library and information discipline have a higher level cooperation, but the cooperation of researchers tends to small-scale scientific cooperation; the scientific cooperation between high-level authors is close which authors with more articles, the scientific cooperation between authors of the high-p index is the most sparse, the scientific cooperation between authors of the high-h index is the most strong, the scientific cooperation between authors of the high-p index is the most vulnerable.