AJSM OPEN ACCESS

Academic Journal of Sociology and Management

ISSN:3005-5040 (print) | ISSN:3005-5059 (online) | Publication Frequency: Bimonthly

Current Issue

All articles published in this issue have undergone a thorough peer review process, and stringent checks for repetition rates have been implemented to ensure the integrity of the content.

Total number of articles in this issue: 5
Total number of pages in this issue: 51

For inquiries regarding the content of specific articles, please feel free to contact the respective authors via their provided email addresses. For questions related to the journal itself, please reach out directly to SUAS Press.

Articles

Real-time Cross-border Payment Fraud Detection Using Temporal Graph Neural Networks: A Deep Learning Approach

Authors: Chengru Ju;Xiaowen Ma;Boyang Dong.
Abstract: The rapid expansion of digital payments across borders has led to increased risks in the financial system, especially in the fraud process. Traditional methods show limitations in capturing the spatia...

Deep Learning-Based Analysis of Social Media Sentiment Impact on Cryptocurrency Market Microstructure

Authors: Yining Zhang;Jiayan Fan;Boyang Dong.
Abstract: This paper presents an advanced framework for analyzing cryptocurrency market microstructure through the integration of deep learning techniques and social media sentiment analysis. The proposed appro...

Semantic Network Analysis of Financial Regulatory Documents: Extracting Early Risk Warning Signals

Authors: Yibang Liu;Wenyu Bi;Jiayan Fan.
Abstract: This paper presents a semantic network analysis framework for extracting early risk warning signals from financial regulatory documents. Financial regulations contain critical information about emergi...

A Differential Privacy-Based Mechanism for Preventing Data Leakage in Large Language Model Training

Authors: Xingpeng Xiao;Yaomin Zhang;Heyao Chen;Wenkun Ren;Junyi Zhang;Jian Xu.
Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities in natural language processing tasks, yet they face significant challenges in protecting sensitive information during training. T...

Anomalous Payment Behavior Detection and Risk Prediction for SMEs Based on LSTM-Attention Mechanism

Authors: Xingpeng Xiao;Heyao Chen;Yaomin Zhang;Wenkun Ren;Jian Xu;Junyi Zhang.
Abstract: This paper proposes a novel approach for detecting anomalous payment behaviors and predicting financial risks in Small and Medium-sized Enterprises (SMEs) using an enhanced LSTM-Attention mechanism. T...
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Academic Journal of Sociology and Management (AJSM)
Published by Southern United Academy of Sciences Limited ISNI: 0000000512776460, operated by the Publications Division.