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Article

Exploring Innovation Ecosystem with Multi-Layered Heterogeneous Networks of Global 5G Communication Technology

School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing 100876, China
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Author to whom correspondence should be addressed.
Sustainability 2024, 16(4), 1380; https://doi.org/10.3390/su16041380
Submission received: 19 January 2024 / Revised: 3 February 2024 / Accepted: 3 February 2024 / Published: 6 February 2024
(This article belongs to the Special Issue Industry 4.0, Digitization and Opportunities for Sustainability)

Abstract

This study explores the dynamics of emerging technology innovation ecosystems, viewing them as complex systems comprising social actors and knowledge artifacts engaged in innovation interactions. Employing a multilayer network perspective, we present a Social-Knowledge-Science-Technology (A-K-S-T) framework, examining both homogeneous and heterogeneous interactions among innovators and knowledge elements. Within this framework, we map out the technological landscape, identify ecological niches for specific actors and knowledge elements, and gauge knowledge proximity among innovators, revealing opportunities for collaboration and knowledge innovation. Using 5G technology as an illustrative example, key findings include the potential for innovation development in 5G, the need for enhanced collaboration among organizations in related technological fields, and the complementary nature of scientific and technological knowledge. This research contributes to innovation ecosystem literature, offering insights for management, governance, efficiency, and shared prosperity; meanwhile, it is a valuable reference for decision-makers to shape effective strategies.
Keywords: 5G; innovation ecosystem (IE); social network; knowledge network; ecological niche; knowledge proximity 5G; innovation ecosystem (IE); social network; knowledge network; ecological niche; knowledge proximity

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MDPI and ACS Style

Zhang, X.; Cui, R.; Ji, Y. Exploring Innovation Ecosystem with Multi-Layered Heterogeneous Networks of Global 5G Communication Technology. Sustainability 2024, 16, 1380. https://doi.org/10.3390/su16041380

AMA Style

Zhang X, Cui R, Ji Y. Exploring Innovation Ecosystem with Multi-Layered Heterogeneous Networks of Global 5G Communication Technology. Sustainability. 2024; 16(4):1380. https://doi.org/10.3390/su16041380

Chicago/Turabian Style

Zhang, Xiaohang, Ran Cui, and Yajun Ji. 2024. "Exploring Innovation Ecosystem with Multi-Layered Heterogeneous Networks of Global 5G Communication Technology" Sustainability 16, no. 4: 1380. https://doi.org/10.3390/su16041380

APA Style

Zhang, X., Cui, R., & Ji, Y. (2024). Exploring Innovation Ecosystem with Multi-Layered Heterogeneous Networks of Global 5G Communication Technology. Sustainability, 16(4), 1380. https://doi.org/10.3390/su16041380

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