OOIR: Observatory of International Research

Papers

(The H4-Index of Systems is 30. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
The Regulatory Architecture of Digital Platforms: A Perspective of Life Cycle and Risk Management	153
Driver Takeover Performance Prediction Based on LSTM-BiLSTM-ATTENTION Model	139
How Can China’s Autonomous Vehicle Companies Use Digital Empowerment to Improve Innovation Quality?—The Role of Digital Platform Capabilities and Boundary-Spanning Search	125
Modeling Passengers’ Reserved Time Before High-Speed Rail Departure	120
Multimodal Recommendation System Based on Cross Self-Attention Fusion	93
Improving Ride-Hailing Platform Operations in Dynamic Markets: A Drivers’ Switching Perspective	91
Commentary on the Special Issue, Systems for Systems: Computational Systems Modeling to Promote Equity and Access in K12 STEM Educational Systems	90
Coupled Water–Energy–Carbon Study of the Agricultural Sector in the Great River Basin: Empirical Evidence from the Yellow River Basin, China	89
Influence of Consumer Trust, Return Policy, and Risk Perception on Satisfaction with the Online Shopping Experience	76
Optimal Delay Product Differentiation System Under the Cap-and-Trade Environment	73
A Tripartite Evolutionary Game Analysis of Enterprise Data Sharing Under Government Regulations	64
AI and Green Efficiency in Technological Innovation: A Two-Stage Analysis of Chinese Rare Earth Enterprises	63
Reviewing a Model of Metacognition for Application in Cognitive Architecture Design	51
Addressing 21st Century Competencies Challenges Through Project-Based Entrepreneurial Learning: A Systemic Approach	49
Integrating Digital Twin Technology to Achieve Higher Operational Efficiency and Sustainability in Manufacturing Systems	47
Systems Developmental Dependency Analysis for Scheduling Decision Support: The Lunar Gateway Case Study	46
Formation Drivers and Evolutionary Dynamics of Industry-University-Research Collaborative Networks in China’s Clean Energy Industry	44
Evaluation of Tourism Ecological Security and Its Driving Mechanism in the Yellow River Basin, China: Based on Open Systems Theory and DPSIR Model	41
Iot-Based Privacy-Preserving Anomaly Detection Model for Smart Agriculture	39
Using Task Support Requirements during Socio-Technical Systems Design	38
Sustainability Assessment of Bus Low-Fare Policy Considering Three Stakeholders of the Public, Bus Enterprises and Government: A Case Study of Shenzhen, China	37
Identifying Climate Adjacency for Enhancing Climate Action Using Systems Thinking and Modelling	37
How Does Digital Transformation Increase Corporate Sustainability? The Moderating Role of Top Management Teams	37
Examining the Influence of Moral Norms on Dockless Shared Bicycle Users’ Parking Behavior—An Exploratory Study Based on the Theory of Planned Behavior	35
An Empirical Study of A Smart Education Model Enabled by the Edu-Metaverse to Enhance Better Learning Outcomes for Students	34

What Kind of Market Is Conducive to the Development of High-Tech Industry? Configuration Analysis Based on Market Field Theory	32
Distributed Control of Cyber Physical System on Various Domains: A Critical Review	32
Electoral Districts in Chile: Optimizing Socio-Economic Homogeneity and Demographic Balance	31
Crowd Management at Turnstiles in Metro Stations: A Pilot Study Based on Observation and Microsimulation	30
Operational Risk Assessment of Commercial Banks’ Supply Chain Finance	30