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Constructing a Quantitative System of Intelligent Trial Standards for Civil and Commercial Law Cases Based on Network Flow Algorithm in Intelligent Judicial Environment

Qiang Zhang

Qiang Zhang

Law School of Henan University of Urban ConstructionPingdingshan, China
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Zhang, Qiang
, 
Hongwei Liu

Hongwei Liu

Law School of Henan University of Urban ConstructionPingdingshan, China
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Liu, Hongwei
 y 
Haopeng Zhang

Haopeng Zhang

Law School of Henan University of Urban ConstructionPingdingshan, China
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Zhang, Haopeng
  
29 sept 2025
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Publicado en línea: 29 sept 2025
Recibido: 21 ene 2025
Aceptado: 08 may 2025
DOI: https://doi.org/10.2478/amns-2025-1124
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© 2025 Qiang Zhang, Hongwei Liu and Haopeng Zhang, published by Sciendo.
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

General Structure of the Distribution Network
General Structure of the Distribution Network

Figure 2.

Link Utilization of Each Algorithm’s Network
Link Utilization of Each Algorithm’s Network

Figure 3.

Quantification of Maximum and Average Node Cache
Quantification of Maximum and Average Node Cache

Figure 4.

Trends in Civil and Commercial Law Cases and Judicial Efficiency
Trends in Civil and Commercial Law Cases and Judicial Efficiency

Figure 5.

Case Volume and Average Trial Duration
Case Volume and Average Trial Duration

Figure 6.

Dispute Resolution Measures and Outcomes
Dispute Resolution Measures and Outcomes
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Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros
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