期刊
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT
卷 70, 期 10, 页码 3601-3621出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TEM.2021.3086760
关键词
Patents; Couplings; Printing; Evolution (biology); Industries; Biological system modeling; Analytical models; Interindustry technology linkage; knowledge evolution; lingo algorithm; topic evolution; three-dimensional (3-D) printing technology
The mutual influence and complementarity of technologies between different industries are increasingly prominent. This article combines the Lingo algorithm and the knowledge evolution theory to analyze the topic evolution of interindustry technology linkages, focusing on 3-D printing technology. The empirical results reveal key topics and their development characteristics.
The mutual influence and complementarity of technologies between different industries are becoming increasingly prominent. Revealing the topic evolution of technology linkages between industries is the foundation for understanding the technological development trend of the industry. Although numerous works have focused on technology topic mining and its evolution characteristics, these works have not accurately represented the interindustry technology linkage, analyze the related topics and even ignored the technological development characteristics hidden in the topic evolution pathway. Since the Lingo algorithm fully considers the time-series characteristics of the topics, and the knowledge evolution theory can reveal three inherent characteristics in the evolution of knowledge topics, namely, stability, heredity, and variability, this article aims to combine the Lingo algorithm and the knowledge evolution theory to analyze the topic evolution of interindustry technology linkages. Additionally, because three-dimensional (3-D) printing technology has significant interdisciplinary and cross-industry characteristics, a wide range of application fields, and various interindustry technology linkages, 3-D printing technology is used for empirical analysis. The empirical results show that the key topics of interindustry technology linkages in 3-D printing include model design, manufacturing methods, manufacturing equipment, manufacturing material, and application. In addition, all these topics have the development feature of heredity. However, the topic of manufacturing materials presents significant variability, the topic of manufacturing methods has the strongest stability, and multiple subtopics of the five topics show variability and genetic intersection.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据