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

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.

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Bibliographic Details
Main Authors: Zhao Yang, Zhang Mengting, Chen Xiaoli, Zhang Zhixiong
Format: Article
Language:English
Published: Sciendo 2024-11-01
Series:Journal of Data and Information Science
Subjects:
Online Access:https://doi.org/10.2478/jdis-2024-0027
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Summary: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.
ISSN:2543-683X