A methodology for identifying breakthrough topics using structural entropy

H Xu, R Luo, J Winnink, C Wang, E Elahi - Information Processing & …, 2022 - Elsevier
This research uses link prediction and structural-entropy methods to predict scientific
breakthrough topics. Temporal changes in the structural entropy of a knowledge network …

Early Identification of Star Inventor Types in the Perspective of Innovation Duality

L Xiang, L Xiang, Y Bowen - Data Analysis and …, 2023 - manu44.magtech.com.cn
[Objective] Identifying the star inventors by the number of patents and patent citations has
obvious time lag effects. Therefore, this paper constructs a graph convolutional neural …