A Dynamic Evaluation and Analysis Framework of Command Information System Resilience based on Complex Network

Focusing on the key issues such as the construction of structural model, the establishment of resilience index system, and the analysis of resilience evaluation, this paper provides a descriptive definition of command information system resilience based on an in-depth analysis of the concept and process of resilience. Combined with the military characteristics and functional attributes of the system, it summarizes what should be focused on in evaluation of command information system resilience. A dynamic evaluation and analysis framework for command information system resilience based on complex networks is proposed, utilizing the unique advantages of complex network theory in describing the static structural characteristics and dynamic behavioral characteristics. The framework covers six core aspects, including uncertainty analysis, system structure modeling, index system construction, evaluation experiment design, simulation experiment system and model construction, experimental verification and evaluation analysis. It comprehensively and systematically integrates the key elements of resilience evaluation, and forms a complete dynamic process, which not only provides powerful direction and framework foundation for the construction of command information system resilience theoretical system, but also offers valuable references for system resilience design and optimization.

Authors

Publication Details

Published
2025-03-14
DOI
https://doi.org/10.1109/itoec63606.2025.10967965
Primary Topic
Software Reliability and Analysis Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Dynamic Evaluation and Analysis Framework of Command Information System Resilience based on Complex Network

D W Liu, Zhiming Dong, Xiwei Qiu, Li Liang
Software Reliability and Analysis Research
article

A Dynamic Evaluation and Analysis Framework of Command Information System Resilience based on Complex Network

D W Liu, Zhiming Dong, Xiwei Qiu, Li Liang
article en

Abstract

Focusing on the key issues such as the construction of structural model, the establishment of resilience index system, and the analysis of resilience evaluation, this paper provides a descriptive definition of command information system resilience based on an in-depth analysis of the concept and process of resilience. Combined with the military characteristics and functional attributes of the system, it summarizes what should be focused on in evaluation of command information system resilience. A dynamic evaluation and analysis framework for command information system resilience based on complex networks is proposed, utilizing the unique advantages of complex network theory in describing the static structural characteristics and dynamic behavioral characteristics. The framework covers six core aspects, including uncertainty analysis, system structure modeling, index system construction, evaluation experiment design, simulation experiment system and model construction, experimental verification and evaluation analysis. It comprehensively and systematically integrates the key elements of resilience evaluation, and forms a complete dynamic process, which not only provides powerful direction and framework foundation for the construction of command information system resilience theoretical system, but also offers valuable references for system resilience design and optimization.

Climate action
Openalex Percentile: Top 92%
Software Reliability and Analysis Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Dynamic Evaluation and Analysis Framework of Command Information System Resilience based on Complex Network — D W Liu, Zhiming Dong, et al. · (2025) | TGRS Research Map | TGRS