When People Speak Out Opinions: Ego-Density, Network Centrality and Opinion Expression

Baik, Jeeyun

doi:10.2139/ssrn.3212665

Cited by 1 publication

(1 citation statement)

References 14 publications

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“…From the analysis results, we find that the density of knowledge networks in South Korea is higher than that in China. In most cases, the greater the overall density of the network, the more pronounced is the impact of the entire system on individual nodes [47]. Dense network ecology may interfere with individual behavior [24] and may result in limiting the individual's unique development.…”

Section: Discussionmentioning

confidence: 99%

Use of Triangulation in Comparing the Blockchain Knowledge Structure between China and South Korea: Scientometric Network, Topic Modeling, and Prediction Technique

Zhu

Park

2022

Sustainability

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Blockchain, as a new innovative technology, has become a popular topic in many fields in recent years. In this study, triangulation was used to investigate the development of knowledge structures. First, scientometric network analysis was employed to identify the cooperation of knowledge networks. It was found that the structure of blockchain knowledge networks in China is relatively more complex and diverse than in South Korea. Since increased teamwork in blockchain is conducive to the creation of high-quality knowledge products, the Chinese government appears to strongly promote diversified cooperation on blockchain technology through centralized policies. Second, machine-learning topic modeling was used to analyze the content exchanged via a collaborative network. As a result, it was found that both countries lacked the societal and commercial aspects of blockchain technology. Finally, we developed a prediction technique based on the Ernie model to automatically categorize the nature of blockchain research.

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Section: Discussionmentioning

confidence: 99%