Knowledge Mapping Analysis of Intelligent Ports: Research Facing Global Value Chain Challenges
نویسندگان
چکیده
Integrated technology management in building smart ports or intelligent is a crucial concern for global sustainable development, especially when human societies are facing increasing risks from climate change, sea-levels rising, and supply chain disruptions. By mapping the knowledge base of 103 papers on ports, retrieved late December 2022 Web Science, this study conducted roadmapping exercise using findings, assisted by Bibliometrix, VoSviewer, customized Python scripts. The three structural (intellectual, social, conceptual) aspects structure reveal significance internet things (IoT), fourth industrial revolution (Industry 4.0), digitalization chains, need digital transformation alignment across various stakeholders with Industry 4.0 practices. Furthermore, an even geographical distribution institutional representation was observed major continents. results analysis conceptual demonstrated existence several established emerging clusters research, namely (1) industry data, IoT, ICT, (2) 4.0, (3) airports, (4) automation; (5) protocol security. overall empirical findings revealed underlying innovation issues 5G, Big Data, AI integrated solutions. In relation to roadmapping, proposed socio-technical transition framework prototyping ecosystem innovations surrounding focusing contributing valuable carbon greenhouse gas emission data governance, management, services value chains.
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ژورنال
عنوان ژورنال: Systems
سال: 2023
ISSN: ['2079-8954']
DOI: https://doi.org/10.3390/systems11020088