Vol. 5 No. 1 (2025)

Articles

• Knowledge Graph-Based Multi-Objective Optimization Recommendation Model

  Hua Pang, Long Wang

  1-6

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• From Conversation to Action: Opportunities and Challenges of Large Language Models as the Brain of Humanoid Robots

  Yiyang Shao

  7-10

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• Implementation Paths of Generative AI in Multimodal Learning

  Bin Tan

  11-14

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• Graph Neural Networks and Multi-Objective Hybrid Optimization: A Review of Intelligent Decision-Making Frameworks for Waterflood Reservoir Injection–Production Regulation

  Ting Zhang, Wenhui Zhang, Yemeng Chen, Wenqi Wang, Lianzhuo Xie, Ganghao Hu, Chaoyu Zhang, Botao Liu

  15-21

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• Analysis of Digital Marketing Innovation Mode and Enterprise Transformation Path Driven by Artificial Intelligence

  Xiaoning Huang

  22-25

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• Research on Path Optimization of Urban Garbage Classification and Transportation Based on CVRP Model

  Shiyao Yu, Xiangshan Mei, Jia Hu

  26-29

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• Construction and Application of AI-Based Intelligent Evaluation Model for DRP Level

  Botao Liu

  30-32

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• Resilience Analysis of Urban Traffic System Based on Extension AHP-CRITIC Comprehensive Weighting-Cloud Model: A Case Study of Guangzhou

  Yuxuan Xie, Qiang Zhang, Yuan Lu, Hanchao Li, Sixuan Li

  33-40

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• Logistics Network Sorting Center Cargo Volume Prediction and Personnel Scheduling Based on LSTM-ARIMA

  Yiling Zhou, Zihui Tang, Junzhang Gong

  41-46

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• Research on Generative AI-Empowered Training Model for Shipping Information Professionals

  Taizhi Lv, Juan Zhang

  47-49

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