This study examines how AI applications in tourism and healthcare reflect a shared cross-industry transformation logic rather than isolated sector-specific innovations, demonstrating that AI functions as a transformation engine that enables predictive governance, smart services, intelligent coordination, and data-drive...
This study frames cancer classification as a complex decision-support problem rather than a purely medical task, and demonstrates that the same DSS logic applies across complex systems characterized by uncertainty, multi-source data, and nonlinear outcomes.
Sheng-Yu Gu· Journal of Computer Science...· 0 citations
It is demonstrated that data-driven platforms function as institutional governance systems rather than merely as service delivery technologies, which clarifies how big data and AI reshape contemporary institutional decision-making.
Shengyu Gu· Frontiers in Public Manageme...· 0 citations
This study proposes a unified governance framework for high-dimensional data-driven intelligent platforms by integrating insights from platform ecosystem theory, algorithmic governance, and data governance research, and reframes intelligent platforms as socio-technical governance systems.
Sheng-Yu Gu· Frontiers in Public Manageme...· 0 citations
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