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Systems
Scopus
ISSN 2079-8954 · MDPI AG · 4.138 artikel di indeks
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A Spatiotemporal Feature-Driven Deep Learning Framework for Fine-Grained Tugboat Operation Recognition
Accurate perception of tugboat operational status is essential for optimising port scheduling efficiency and ensuring operational safety. However, existing AIS-based methods often struggle to capture the fine-grained and asymmetric manoeuvring characteristics of tugboats, particularly in…
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A Copula-Based Joint Modeling Framework for Hospitalization Costs and Length of Stay in Massive Healthcare Data
In large-scale medical data, the connection between hospital length of stay and medical expenses shows a complex and nonlinear relationship instead of a straightforward positive link. This study proposes a Cox–Log-Logistic–Copula joint modeling framework to describe the marginal distributions and…
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Rethinking Governance in Transboundary Serial World Heritage Sites: Multi-Level Coordination, Institutional Diversity, and Cultural Diplomacy
While governance theories are well-established, their operational application to transboundary serial cultural heritage remains minimally explored, particularly regarding comparative methodologies for evaluating cooperation maturity. This study addresses this gap by investigating the relationships…
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High-Speed Rail Network and the Spatial Evolution of Regional Industries: Evidence from New Industry Entry
Although numerous studies have examined the impact of high-speed rail (HSR) on regional economic development, few have explored this relationship from a network perspective—a research gap this paper seeks to fill. Specifically, this paper aims to clarify the theoretical mechanism through which the…
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Effects of Simulation-Based Science Instruction on Fifth-Grade Students’ Systems Thinking and Problem-Solving Perceptions
The growing emphasis on 21st-century competencies highlights the need to develop students’ systems thinking and problem-solving, particularly in science education, where many concepts involve complex, dynamic relationships. This study examined differences in fifth-grade students’ systems thinking…
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AI-Based Classification of IT Support Requests in Enterprise Service Management Systems
In modern organizations, IT Service Management (ITSM) relies on the efficient handling of large volumes of unstructured textual data, such as support tickets and incident reports. This study investigates the automated classification of IT support requests as a data-driven decision-support task…
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Access to Care in a Capacity-Constrained System: Do Coverage Expansions Improve Health Outcomes? Evidence from U.S. States, 2006–2023
Coverage expansions and affordability reforms often presume that improved access to care yields better population health. We examine this premise in a capacity-constrained healthcare system, where congestion and throughput determine whether potential access translates into realized care. Using U.S…
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Systems Analysis of Innovation and Entrepreneurship Competence Structure Among Chinese University Students: Evidence from Policy Texts
This study investigates the structure of innovation and entrepreneurship competence among university students in China. Based on an analysis of 33 policy texts on innovation and entrepreneurship education from 2010 to 2022, it constructs a structural model of university students’ innovation and…
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Digital Economy Development and Ecological Efficiency: Analysis from a Regional Economic System Perspective
The fast-expanding digital economy is reshaping the resource-allocation system and green-governance system, yet its contribution to ecological efficiency within the regional economic system remains insufficiently quantified. Using provincial panel data from China over 2011–2023, we establish a…
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Anomaly Detection as a Key Driver of Digital Forensic Resilience: Empirical Evidence from Critical Infrastructure Experts
Ensuring strategic resilience in critical infrastructures supported with a machine learning approach requires moving beyond compliance checklists and post-incident analysis toward proactive, intelligence-based approaches. This study introduces the Forensic Resilience Operational Model (FROM), a…
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Assessment of Organisational Innovation: An Analytical Framework for Higher Education Institutions
This study analyses the degree of organisational innovation (OI) in Spanish universities and its relationship with institutional competitiveness, proposing a robust analytical framework for its assessment. A mixed, sequential and explanatory design was used, integrating a documentary analysis of…
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How Does Generative AI Drive Business Models’ Iterative Innovation of Digital Entrepreneurial Enterprises? From the Perspective of Entrepreneurial System Elements
The rapid development of generative AI technology has provided new pathways for iterative innovation in the business models of digital entrepreneurial enterprises. Based on the entrepreneurial system elements theory, this study constructs a theoretical model of generative AI-empowered iterative…
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A Systemic Approach to Decision Support and Automation: The Role of Big Data Analytics and Real-Time Processing in Management Information Systems
Management Information Systems (MIS) are increasingly expected to support real-time, evidence-based decision-making and to automate routine workflows. Nevertheless, many organizations still struggle to transform heterogeneous, high-velocity data into trustworthy decision support and process…
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Analyzing Strategic Parental Leave Decisions Using Two-Player Multi-Agent Reinforcement Learning
Despite the well-documented benefits of paid parental leave, many employees hesitate to take it. This study employs a two-player stochastic game (SG) model to analyze how various factors affect parental leave decisions. The proposed SG model incorporates (1) an employee’s perceived utility from…
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A Methodological Framework for Chaos-Aware Evaluation of Self-Organization in Swarm-Based Engineering Systems
In the field of engineered systems, there has been an increasing trend in the utilization of self-organizing and swarm-based methodologies. These methodologies are employed to ensure the maintenance of functionality in the presence of uncertainty. However, prevailing evaluation continues to be…
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Asymmetric Pay Adjustment and Green Innovation Resilience: Interactions Among Executive Incentives, Managerial Backgrounds, and Government Subsidies
In the context of intensifying environmental regulation and sustainability pressures, firms increasingly face the challenge of sustaining green innovation under uncertainty. Green innovation resilience, which is defined as a firm’s capacity to maintain green innovation momentum and adaptively…
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A Robotic Eye Gaze Mirroring System for Human–Robot Interaction: Evaluating Response Time Across Proxemic Distances
Robots are increasingly becoming part of everyday social environments. Among the different types of communication cues, eye gaze in the context of human–robot interactions (HRIs) fosters connection and engagement. Although gaze behavior has been extensively studied, most existing research assumes a…
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Burnout Risk Management Framework (BRMF) in Project-Based Organizations: Emotional Intelligence Systemic Lever
This paper conceptualises burnout in Project-Based Organisations (PBOs) as a systemic emergent property arising from the non-linear interaction between structural demands and human capital. Utilising a System Dynamics (SD) methodology, the study constructs a Causal Loop Diagram (CLD) to visualise…
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Rethinking Cohesion: When and Where ESI Funds Drive Socio-Economic Change?
This study examines the non-linear relationship between European Structural and Investment (ESI) Funds and socio-economic development across EU member states from 2007 to 2020. To accomplish this, the study utilises a novel methodological approach, employing panel threshold regression to analyse…
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Unlocking Digital Transformation in Industrial Enterprises: Evidence from Technology Finance
In the process of the accelerated evolution of the modern economic system, technology finance is constantly injecting momentum into the digital transformation of industrial enterprises. Using the panel data of Chinese industrial firms listed between 2013 and 2022, this paper examines the impact of…
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