A Methodology on Guiding Effectiveness-Focused Training of the Weapon Operator Using Big Data and VC Simulations

Jung, Won Il; Lowe, Larry T.; Rabelo, Luis; Lee, Gene; Ojeong, kwon

doi:10.4271/2017-01-2018

Cited by 2 publications

(1 citation statement)

References 8 publications

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“…Figure 11 shows virtual and constructive simulations, a further application for the developed system [49,50]. We developed a periscope simulator with HCI interaction.…”

Section: Discussionmentioning

confidence: 99%

Simulation Testing of Maritime Cyber‐Physical Systems: Application of Model‐View‐ViewModel

et al. 2022

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From the perspective of the system of systems development, system-level functional testing is required for designing subsystems. This study utilizes modeling and simulation techniques to analyze the operational behaviors of the subsystems and confirm data communication between them. The targeted system in the study is a naval combat system (NCS), which is a typical type of defense cyber-physical system (CPS). Three types of models were designed for the simulation testing of the NCS: a combat-management model for simulating the overall computational activities, physical models to confirm the intrasubsystem behaviors, and data integration models to test the intersubsystem communications. These models are realized with the Model-View-ViewModel design pattern, which strongly facilitates graphical user interfaces being decoupled from model logic and data. We consider underwater combat scenarios as an application. Six significant physical subsystems within the NCS are simulated and tested: a ship-steering system, an inertial navigation system, a global navigation satellite system, a periscope, sonar systems, and a plotting board. We expect that the proposed work will play a principal role when analyzing the behaviors and communications of defense CPSs and providing an environment for functional testing as a digital twin.

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“…Figure 11 shows virtual and constructive simulations, a further application for the developed system [49,50]. We developed a periscope simulator with HCI interaction.…”

Section: Discussionmentioning

confidence: 99%

Simulation Testing of Maritime Cyber‐Physical Systems: Application of Model‐View‐ViewModel

et al. 2022

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Using big data analysis to optimize the two-wheel-drive model of green finance composite talent cultivation

Wang,

2024

Applied Mathematics and Nonlinear Sciences

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The pervasive shift towards carbon neutrality is fundamentally transforming the trajectory of the financial sector and concurrently poses novel challenges for the development of multi-skilled talent in green finance. This paper adopts the sustainable development strategy of green finance as a theoretical framework, critically examines the specific talent needs within this sector, and proposes a model for cultivating composite talents accordingly. Employing the Koch assessment model, this study constructs a robust evaluation system for composite talent training. The entropy weighting method is utilized to allocate weights to various indicators, subsequently forming an assessment cloud model. Moreover, a multiple linear regression analysis is introduced to identify and analyze the determinants influencing the effectiveness of talent training initiatives. This research centers on University A, where a meticulously designed questionnaire was deployed to gather empirical data pertinent to the evaluation of talent training. The findings reveal that the dual-wheel drive approach to talent development primarily accentuates the action level, assigning it a weight coefficient of 0.3246. The overall assessment score for the effectiveness of talent cultivation stands at 72.42, indicating a favorable outcome. Among the variables studied, the pedagogical content and methods implemented by higher education institutions exhibit the highest influence coefficient of 0.492. Additionally, it is observed that a 1% increase in the scale of financial institutions correlates with a 0.358% enhancement in the effectiveness of talent cultivation. Given these insights, universities must enhance their collaborative efforts with financial entities to significantly boost the quality of composite talent cultivation in green finance.

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A Methodology on Guiding Effectiveness-Focused Training of the Weapon Operator Using Big Data and VC Simulations

Cited by 2 publications

References 8 publications

Simulation Testing of Maritime Cyber‐Physical Systems: Application of Model‐View‐ViewModel

Simulation Testing of Maritime Cyber‐Physical Systems: Application of Model‐View‐ViewModel

Using big data analysis to optimize the two-wheel-drive model of green finance composite talent cultivation

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