Early identification of scientific breakthroughs through outlier analysis based on research entities

Abstract

To address the “anomalies” that occur when scientific breakthroughs emerge, this study focuses on identifying early signs and nascent stages of breakthrough innovations from the perspective of outliers, aiming to achieve early identification of scientific breakthroughs in papers.

Keywords

• scientific breakthroughs
• outlier analysis
• research entities