Vol. 2 No. 6 (2025)

Article

• Index Weight Prediction and Capital Liquidity Analysis Based on Data Science

  Minghao Chi (Author)

  1-10

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• A Comparative Study of LSTM, GRU, and Transformer Models for AI Music Generation

  Ava Zihan Gao, Cynthia Bailey (Author)

  11-21

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• Financial News Sentiment Analysis and Market Sentiment Prediction Based on Large Language Models

  Ruoyu Qi (Author)

  22-31

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• Optimization Strategy for Personalized Recommendation System Based on Data Analysis

  Xinran Tu (Author)

  32-39

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• Innovative Application and Effect Evaluation of Big Data in Cross-Border Tax Compliance Management

  Cheng Sheng (Author)

  40-48

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• Design and Implementation of Code Completion System Based on LLM and CodeBERT Hybrid Subsystem

  Bingbing Zhang, Ziyu Lin, Yingxin Su (Author)

  49-56

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• Study on Efficiency Improvement of Data Analysis in Customer Asset Allocatior

  Chenyang An (Author)

  57-65

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• Optimization and Innovation of AI-Based E-Commerce Platform Recommendation System

  Jiangnan Huang (Author)

  66-73

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• Application and Practice of Machine Learning Infrastructure Optimization in Advertising Systems

  Yixian Jiang (Author)

  74-81

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• Optimization of Financial Fraud Risk Identification System Based on Machine Learning

  Xuanrui Zhang (Author)

  82-89

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