A Novel Joint Training Simulation Evaluation Framework and Its Key Techniques

Authors

Rusheng Ju, College of Systems Engineering, National University of Defense Technology, Changsha 410073, China
Dongdong Chen, College of Systems Engineering, National University of Defense Technology, Changsha 410073, China
Yunxiu Zeng, College of Systems Engineering, National University of Defense Technology, Changsha 410073, China
Jiyuan Liu, College of Systems Engineering, National University of Defense Technology, Changsha 410073, China
Sihang Qiu, College of Systems Engineering, National University of Defense Technology, Changsha 410073, China
Peng Zhou, College of Systems Engineering, National University of Defense Technology, Changsha 410073, China

Abstract

Abstract: To address the challenges of traditional evaluation systems, such as internal module coupling, lack of reusability, and poor adaptability to multi-domain evaluation needs, a three-tier decoupled technical evaluation framework of "data + service + application" was designed. A strategy was proposed for extracting high-value information from massive audio and video data based on key events, resolving the problem of unstructured evaluation data processing. A design method combining general and dedicated evaluation model templates was proposed, improving the general applicability of the evaluation model. An expert knowledge-driven comprehensive integrated discussion and evaluation environment was constructed using qualitative and quantitative methods, which allowed experts from different domains to objectively assess key evaluation indicators from different dimensions, enhancing both the comprehensiveness and objectivity of the evaluation. A joint training simulation prototype system, developed based on the three-tier technical framework, verified the effectiveness of the proposed method.

Recommended Citation

Ju, Rusheng; Chen, Dongdong; Zeng, Yunxiu; Liu, Jiyuan; Qiu, Sihang; and Zhou, Peng (2025) "A Novel Joint Training Simulation Evaluation Framework and Its Key Techniques," Journal of System Simulation: Vol. 37: Iss. 10, Article 10.
DOI: 10.16182/j.issn1004731x.joss.24-0488
Available at: https://dc-china-simulation.researchcommons.org/journal/vol37/iss10/10

First Page

2557

Last Page

2567

CLC

TP391.9

Recommended Citation

Ju Rusheng, Chen Dongdong, Zeng Yunxiu, et al. A Novel Joint Training Simulation Evaluation Framework and Its Key Techniques[J]. Journal of System Simulation, 2025, 37(10): 2557-2567.

Corresponding Author

Chen Dongdong

DOI

10.16182/j.issn1004731x.joss.24-0488