Flooding is a destructive natural hazard intensified by climate change, posing challenges to sustainable disaster risk management. This study developed and evaluated machine learning models for flood severity prediction within a hexagonal grid system (H3, resolution 8) under rain…
Data-driven research is becoming a new paradigm in transportation, but the natural lack of individual socio-economic attributes in transportation data makes research such as activity purpose inference and mobility pattern identification lack convincingness and verifiability. In t…
The reconfiguration of global value chains has raised concerns about the resilience and upgrading of manufacturing supply chains. This study examines whether digital infrastructure improves manufacturing supply chain capabilities, using the 2016 “Information for the People” pilot…
The rapid expansion of intelligent technologies and digital transformation has intensified global debates regarding sustainability, ethical governance, industrial resilience, and human well-being within contemporary industrial systems. Industry 5.0 has emerged as a human-centred…
The increasing emphasis on sustainability and digitalization is reshaping retail environments, requiring organizations to respond simultaneously to technological change and sustainability-oriented pressures. However, the relationships between these external demands and the percei…
Artificial intelligence (AI) is used in logistics, but the mechanisms linking AI utilization to firm performance remain insufficiently differentiated. Drawing on the information technology business value perspective and dynamic capabilities theory, this study examines whether man…